1{"ts": 1793142626.237513, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "ddc9e80bfe58cced6c3605896079a2b07e965c36241b25b34c8fd774dab31257", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0432, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6426, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.038398027420043945, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 5, "run": 7}}2{"ts": 1793142626.273998, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "7d7984fea9392439f61206e54fa7d3b0ccda6124e2d9fab7c30ae869b2f49edf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0501, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6493, \"target_holdings\": 1.0223}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03617286682128906, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 1, "run": 7}}3{"ts": 1793142626.3104079, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "7d7984fea9392439f61206e54fa7d3b0ccda6124e2d9fab7c30ae869b2f49edf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0501, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6493, \"target_holdings\": 1.0223}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.036132097244262695, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 0, "run": 7}}4{"ts": 1793142626.3463302, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "7d7984fea9392439f61206e54fa7d3b0ccda6124e2d9fab7c30ae869b2f49edf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0501, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6493, \"target_holdings\": 1.0223}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03564119338989258, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 2, "run": 7}}5{"ts": 1793142626.384084, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "bda17271427210e80a6ce0d0481495b23adabe8d308f8e1a08b63fee6ddb6aae", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0454, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6447, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03750300407409668, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 4, "run": 7}}6{"ts": 1793142626.4155688, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "6cffb420a7308dba11c670b48ba698f605fbd50523eea442bb2c2de61e3d238a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.043, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6423, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03126788139343262, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 3, "run": 7}}7{"ts": 1793142626.452288, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "7dc5bd6e2f4d0fb58c3102bfedc422363bbb698101e8cc6b88d7ba2dd3ce2b23", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0516, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6508, \"target_holdings\": 1.4448}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03631401062011719, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 3, "run": 7}}8{"ts": 1793142626.485514, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "86363ad878406e937607c537b5cb5bdfc8fc8ca0e89d2b3afddf35fa017cec5c", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0485, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6478, \"target_holdings\": 0.5819}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03298187255859375, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 2, "run": 7}}9{"ts": 1793142626.519222, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "86363ad878406e937607c537b5cb5bdfc8fc8ca0e89d2b3afddf35fa017cec5c", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0485, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6478, \"target_holdings\": 0.5819}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03346085548400879, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 0, "run": 7}}10{"ts": 1793142626.55511, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "faed51d21ee02956ed6227da2b1b8206a79c075b90a039d9b71692b669568b13", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0409, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6402, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03561115264892578, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 5, "run": 7}}11{"ts": 1793142626.5928352, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "86363ad878406e937607c537b5cb5bdfc8fc8ca0e89d2b3afddf35fa017cec5c", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0485, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6478, \"target_holdings\": 0.5819}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03747200965881348, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 1, "run": 7}}12{"ts": 1793142626.698153, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "43169bbd69366029f89cbcb115f78c0c7e03880c62c5b8e93e5e8b8be65a78fa", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.6458, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0502, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7704, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458], \"own_valuation\": 4.6495, \"target_holdings\": 1.0567}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.10508990287780762, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 4, "run": 7}}13{"ts": 1793142626.732842, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "570c0556a7f359a4462fee8995bf292541bd71946eb6c87fa890252f68f4187b", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0437, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.643, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.0343327522277832, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 5, "run": 7}}14{"ts": 1793142626.769038, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "11217a2fe3b327a0ab38a95909a5a5e2885bb5378ab2d551480517a2e7f8ef06", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0458, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6451, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.035929203033447266, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 2, "run": 7}}15{"ts": 1793142626.8078878, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "11217a2fe3b327a0ab38a95909a5a5e2885bb5378ab2d551480517a2e7f8ef06", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0458, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6451, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03859400749206543, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 0, "run": 7}}16{"ts": 1793142626.84607, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "75b4bf292ba7c50805642d5028d130238d5df789f660366cb54873e9934d2770", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0415, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6408, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03786277770996094, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 3, "run": 7}}17{"ts": 1793142626.882308, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "2fe50d5c290444b58533fe2cd45e4eb769b144e9d89639a0be55bf5ca40879d6", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0457, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.645, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03596901893615723, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 4, "run": 7}}18{"ts": 1793142626.915157, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "11217a2fe3b327a0ab38a95909a5a5e2885bb5378ab2d551480517a2e7f8ef06", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.6458, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0458, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8309, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6451, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.032566070556640625, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 1, "run": 7}}19{"ts": 1793142626.9503071, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8fe9ef5b07e64157235ac752728a645e091bdfb86f70d2334208efde554d0b80", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.042, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6413, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03479909896850586, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 5, "run": 7}}20{"ts": 1793142626.984719, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "6a0f444293738c1c6cbdd105f270a2948d6dd1a0cedd0abdf3ca30bdb5410bff", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0462, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6455, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03415393829345703, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 1, "run": 7}}21{"ts": 1793142627.0207648, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "dc213416973b5f608d8a2c1f94b26c6c5cf0882cbd61ace8de205e90b2ca208f", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0442, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6435, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.0358281135559082, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 3, "run": 7}}22{"ts": 1793142627.059519, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "6a0f444293738c1c6cbdd105f270a2948d6dd1a0cedd0abdf3ca30bdb5410bff", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0462, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6455, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03848671913146973, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 0, "run": 7}}23{"ts": 1793142627.100609, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "6a0f444293738c1c6cbdd105f270a2948d6dd1a0cedd0abdf3ca30bdb5410bff", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0462, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6455, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.04087400436401367, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 2, "run": 7}}24{"ts": 1793142627.235549, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "637993ecc949830ec54f0c956faa376c62f73d79f4cc465b455a5948b46719a0", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.6458, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0479, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8836, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6471, \"target_holdings\": 0.3971}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.1346898078918457, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 4, "run": 7}}25{"ts": 1793142627.271882, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8135993ce9f29a154f3799d2083f1a18dc03eeb1c83e37bd52e43c10222e4e39", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0437, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.643, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03595995903015137, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 4, "run": 7}}26{"ts": 1793142627.305543, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "a6b5cd52d4123f7dfc8534030e32403d41b379e165023d76348d490e84534d3f", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0385, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6378, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03339791297912598, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 3, "run": 7}}27{"ts": 1793142627.3402739, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "486f4f1c5fca3b8ba7fe371b8b99b44023ba72ce195b68b2c32cf40a572f7834", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0321, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6316, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.034512996673583984, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 2, "run": 7}}28{"ts": 1793142627.374138, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "486f4f1c5fca3b8ba7fe371b8b99b44023ba72ce195b68b2c32cf40a572f7834", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0321, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6316, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03361988067626953, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 0, "run": 7}}29{"ts": 1793142627.4086652, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "486f4f1c5fca3b8ba7fe371b8b99b44023ba72ce195b68b2c32cf40a572f7834", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0321, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6316, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.0342259407043457, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 1, "run": 7}}30{"ts": 1793142627.440845, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "dc02f8b2eaa7103005fc35c85a2aed320e7d7e3626fd41ed42431152bdf9c352", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.6458, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0488, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9371, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6481, \"target_holdings\": 0.6603}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.031939029693603516, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 5, "run": 7}}31{"ts": 1793142627.473207, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "342533162bf5714afb5195b293bba5ce48c53d71f87842987d5743b7437e644a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0403, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6396, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03199291229248047, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 3, "run": 7}}32{"ts": 1793142627.5074172, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "9b3990e3d97c0e8aa9fc37e66b00bdbe8ed35a8eabc8c7894172103f3d5248fd", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0508, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6501, \"target_holdings\": 1.236}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03392624855041504, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 4, "run": 7}}33{"ts": 1793142627.5382662, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8b4283a52c7aa85caa6d3fad49c69b2c915d01af683a4026c889f60c176e4616", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.04, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6394, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.030591964721679688, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 1, "run": 7}}34{"ts": 1793142627.572994, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8b4283a52c7aa85caa6d3fad49c69b2c915d01af683a4026c889f60c176e4616", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.04, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6394, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.034487009048461914, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 2, "run": 7}}35{"ts": 1793142627.607635, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8b4283a52c7aa85caa6d3fad49c69b2c915d01af683a4026c889f60c176e4616", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.04, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6394, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03439068794250488, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 0, "run": 7}}36{"ts": 1793142627.6411111, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "eeb5fd860765893a1850d3b6259448f0136be9c2e2825820f119123be8ba7cbf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.6458, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0459, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9858, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6452, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03321099281311035, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 5, "run": 7}}37{"ts": 1793142627.7454588, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "a90bac8ee0a6edbf2b091a2095e4a7de140b9a079beda89497dd41a9cd1d82c6", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.06, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6591, \"target_holdings\": 3.8136}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.10391783714294434, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 0, "run": 7}}38{"ts": 1793142627.784096, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "443b5757eb662d0933961c8b570edc571b5d3bd9cb2f1c4d60775ec52c00b082", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.0491, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6483, \"target_holdings\": 0.7381}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.038400888442993164, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 5, "run": 7}}39{"ts": 1793142627.8194811, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "a90bac8ee0a6edbf2b091a2095e4a7de140b9a079beda89497dd41a9cd1d82c6", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.06, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6591, \"target_holdings\": 3.8136}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03511810302734375, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 2, "run": 7}}40{"ts": 1793142627.8536708, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "a90bac8ee0a6edbf2b091a2095e4a7de140b9a079beda89497dd41a9cd1d82c6", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.06, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6591, \"target_holdings\": 3.8136}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.033941030502319336, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 1, "run": 7}}41{"ts": 1793142627.888869, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "431c37fc8ebdb573e670c2b1b4b4015dc307c64065909b800936b1472c0cefa0", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.0521, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6513, \"target_holdings\": 1.5843}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03493809700012207, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 4, "run": 7}}42{"ts": 1793142627.922347, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "2fb99e38a3415fc0398d416af9b1090aa5d53385cbf006437a0d5e578fadbd81", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 6, \"price\": 4.6458, \"dividend\": 0.0433, \"rf\": 0.01, \"expected_dividend\": 0.0486, \"cash\": 1.3972, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.0429, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6479, \"target_holdings\": 0.6}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03325486183166504, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 6, "agent": 3, "run": 7}}43{"ts": 1793142627.959386, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "4ef50c5447cc8eb176ada62c9b746bc389e1edbf44448ae180289de95aa9369b", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0431, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6424, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.036704063415527344, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 1, "run": 7}}44{"ts": 1793142627.994711, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "4ef50c5447cc8eb176ada62c9b746bc389e1edbf44448ae180289de95aa9369b", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0431, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6424, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.035069942474365234, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 0, "run": 7}}45{"ts": 1793142628.030418, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "569cc8c1aae3edd0967d9a3e2daf747ded9b97b52d0054cc522b581adc559855", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0522, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6514, \"target_holdings\": 1.6189}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.035449981689453125, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 4, "run": 7}}46{"ts": 1793142628.064566, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "4ef50c5447cc8eb176ada62c9b746bc389e1edbf44448ae180289de95aa9369b", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0431, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6424, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03387022018432617, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 2, "run": 7}}47{"ts": 1793142628.0977879, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "800e345ab465fda21789dc5dd40e45071f14feb09571e4d35327743654284e3b", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0549, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6541, \"target_holdings\": 2.3714}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03297114372253418, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 3, "run": 7}}48{"ts": 1793142628.134926, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "0e2772edcda90452cecc3a962533db2b644cecba6b92cb53d22198f9324949c4", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 7, \"price\": 4.6458, \"dividend\": 0.0601, \"rf\": 0.01, \"expected_dividend\": 0.0546, \"cash\": 1.4718, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 6.1176, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458, 4.6458, 4.6458, 4.6458, 4.6458], \"own_valuation\": 4.6538, \"target_holdings\": 2.2857}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "", "parsed": null, "valid": false, "error": "HTTPStatusError: Client error '404 Not Found' for url 'http://localhost:8082/v1/chat/completions'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404", "cached": false, "latency": 0.03688478469848633, "usage": {}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 7, "agent": 5, "run": 7}}49{"ts": 1793142725.271934, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "be7204dada57139b86ea0394a3aaa6e9d6f7ca960aeaf85b1918d34e7b3e7cd7", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0452, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6445, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.2,\n \"order_type\": \"limit\",\n \"limit_price\": 4.6458,\n \"rationale\": \"Buying shares to increase holdings and expected dividend income while keeping risk moderate.\"\n}", "parsed": {"side": "buy", "quantity": 0.2, "order_type": "limit", "limit_price": 4.6458, "rationale": "Buying shares to increase holdings and expected dividend income while keeping risk moderate."}, "valid": true, "error": "", "cached": false, "latency": 1.0227792263031006, "usage": {"prompt_tokens": 324, "completion_tokens": 73, "total_tokens": 397, "prompt_tokens_details": {"cached_tokens": 3}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 3, "run": 7}}50{"ts": 1793142727.727089, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "3ac9f0003a9355c6dad88c492999a69b131f243ec6a4f1e7f4334e15e3ed520a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0554, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6546, \"target_holdings\": 2.5371}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.4729,\n \"order_type\": \"market\",\n \"rationale\": \"Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity\"\n}\n\nExplanation:\n\n- The current holdings are 1.0, and the target holdings are 2.5371. Buying 0.4729 shares will bring the holdings closer to the target while keeping risk moderate.\n- The current cash is 1.0605, and the price is 4.6458. Buying 0.4729 shares will cost 4.6458 * 0.4729 = 2.1639, leaving 1.0605 - 2.1639 = -0.0974 cash. However, since the loan capacity is 2.3229, it is possible to borrow 0.0974 to cover the cost of the purchase.\n- The expected dividend next period is 0.0554, and the rf is 0.01. The expected return from holding the asset is 0.0554 + 4.6458 * 0.01 = 0", "parsed": {"side": "buy", "quantity": 0.4729, "order_type": "market", "rationale": "Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity"}, "valid": true, "error": "", "cached": false, "latency": 2.454932928085327, "usage": {"prompt_tokens": 327, "completion_tokens": 300, "total_tokens": 627, "prompt_tokens_details": {"cached_tokens": 211}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 0, "run": 7}}51{"ts": 1793142728.388044, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8f993a1ed4be2bf713d62fc6279ff682b16a411fdb72cd25ef7d656df78c0485", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0488, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.648, \"target_holdings\": 0.6537}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.4463,\n \"order_type\": \"market\",\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to reduce risk and increase expected wealth\"\n}", "parsed": {"side": "buy", "quantity": 0.4463, "order_type": "market", "rationale": "Buying to increase holdings within margin limit, aiming to reduce risk and increase expected wealth"}, "valid": true, "error": "", "cached": false, "latency": 0.6607117652893066, "usage": {"prompt_tokens": 326, "completion_tokens": 64, "total_tokens": 390, "prompt_tokens_details": {"cached_tokens": 212}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 4, "run": 7}}52{"ts": 1793142729.856425, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "6cffb420a7308dba11c670b48ba698f605fbd50523eea442bb2c2de61e3d238a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.043, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6423, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.043 / 4.6458,\n \"order_type\": \"limit\",\n \"limit_price\": 4.6458,\n \"rationale\": \"Buying shares to maintain target holdings while keeping risk moderate\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.468195915222168, "usage": {"prompt_tokens": 432, "completion_tokens": 79, "total_tokens": 511, "prompt_tokens_details": {"cached_tokens": 401}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 0, "agent": 5, "run": 7}}53{"ts": 1793142732.189331, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "3ac9f0003a9355c6dad88c492999a69b131f243ec6a4f1e7f4334e15e3ed520a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0554, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6546, \"target_holdings\": 2.5371}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.4729,\n \"order_type\": \"market\",\n \"rationale\": \"Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity\"\n}\n\nExplanation:\n\n- The current holdings are 1.0, and the target holdings are 2.5371. Buying 0.4729 shares will bring the holdings closer to the target while keeping risk moderate.\n- The current cash is 1.0605, and the price is 4.6458. Buying 0.4729 shares will cost 4.6458 * 0.4729 = 2.1639, leaving 1.0605 - 2.1639 = -0.0974 cash. However, since the loan capacity is 2.3229, it is possible to borrow 0.0974 to cover the cost of the purchase.\n- The expected dividend next period is 0.0554, and the rf is 0.01. The expected return from holding the asset is 0.0554 + 4.6458 * 0.01 = 0", "parsed": {"side": "buy", "quantity": 0.4729, "order_type": "market", "rationale": "Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity"}, "valid": true, "error": "", "cached": false, "latency": 2.3327131271362305, "usage": {"prompt_tokens": 327, "completion_tokens": 300, "total_tokens": 627, "prompt_tokens_details": {"cached_tokens": 326}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 2, "run": 7}}54{"ts": 1793142734.5179908, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "3ac9f0003a9355c6dad88c492999a69b131f243ec6a4f1e7f4334e15e3ed520a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 0, \"price\": 4.6458, \"dividend\": 0.05, \"rf\": 0.01, \"expected_dividend\": 0.0554, \"cash\": 1.0605, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7063, \"margin\": 0.5, \"loan_capacity\": 2.3229, \"history\": [4.6458], \"own_valuation\": 4.6546, \"target_holdings\": 2.5371}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.4729,\n \"order_type\": \"market\",\n \"rationale\": \"Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity\"\n}\n\nExplanation:\n\n- The current holdings are 1.0, and the target holdings are 2.5371. Buying 0.4729 shares will bring the holdings closer to the target while keeping risk moderate.\n- The current cash is 1.0605, and the price is 4.6458. Buying 0.4729 shares will cost 4.6458 * 0.4729 = 2.1639, leaving 1.0605 - 2.1639 = -0.0974 cash. However, since the loan capacity is 2.3229, it is possible to borrow 0.0974 to cover the cost of the purchase.\n- The expected dividend next period is 0.0554, and the rf is 0.01. The expected return from holding the asset is 0.0554 + 4.6458 * 0.01 = 0", "parsed": {"side": "buy", "quantity": 0.4729, "order_type": "market", "rationale": "Buying to increase holdings towards target while keeping risk moderate and utilizing loan capacity"}, "valid": true, "error": "", "cached": false, "latency": 2.328446388244629, "usage": {"prompt_tokens": 327, "completion_tokens": 300, "total_tokens": 627, "prompt_tokens_details": {"cached_tokens": 326}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 0, "agent": 1, "run": 7}}55{"ts": 1793142735.389387, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "0f738b1b5edb5d70ae8381e93863af00fc8ecd040a1700b504f27178d5af94b4", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0445, \"cash\": 0.1156, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.7822, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6438, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.64,\n \"borrow\": 0.0,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to lower risk by diversifying portfolio\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.64, "borrow": 0.0, "rationale": "Buying to increase holdings within margin limit, aiming to lower risk by diversifying portfolio"}, "valid": true, "error": "", "cached": false, "latency": 0.8709850311279297, "usage": {"prompt_tokens": 334, "completion_tokens": 86, "total_tokens": 420, "prompt_tokens_details": {"cached_tokens": 167}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 1, "run": 7}}56{"ts": 1793142736.103362, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "631ee44572b3ac75c577e594c3afe84003a89014bc5f8f44c2aef4c2718cbf4c", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.052, \"cash\": 0.1121, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.7786, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6513, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"rationale\": \"Buying shares to increase holdings while keeping risk moderate and within margin limit.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.65, "rationale": "Buying shares to increase holdings while keeping risk moderate and within margin limit."}, "valid": true, "error": "", "cached": false, "latency": 0.7137711048126221, "usage": {"prompt_tokens": 333, "completion_tokens": 71, "total_tokens": 404, "prompt_tokens_details": {"cached_tokens": 211}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 4, "run": 7}}57{"ts": 1793142736.921578, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "60680e403f34f5efa836225cb8d4cd08f26ee94b46cf84132c695835a9736456", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0445, \"cash\": 0.1141, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.7807, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6438, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.64,\n \"borrow\": 0.0,\n \"rationale\": \"Buying at a limit price to keep holdings within the target range while maintaining moderate risk\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.64, "borrow": 0.0, "rationale": "Buying at a limit price to keep holdings within the target range while maintaining moderate risk"}, "valid": true, "error": "", "cached": false, "latency": 0.8179976940155029, "usage": {"prompt_tokens": 334, "completion_tokens": 85, "total_tokens": 419, "prompt_tokens_details": {"cached_tokens": 224}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 0, "run": 7}}58{"ts": 1793142737.8166249, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "3c746c55ffa0e6b03c598968a2482869e02f30cc0726451dfcc47d7e35e1361d", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0445, \"cash\": 0.1146, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.7812, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6438, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.64,\n \"borrow\": 0.0,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to lower risk by diversifying portfolio\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.64, "borrow": 0.0, "rationale": "Buying to increase holdings within margin limit, aiming to lower risk by diversifying portfolio"}, "valid": true, "error": "", "cached": false, "latency": 0.8948249816894531, "usage": {"prompt_tokens": 334, "completion_tokens": 86, "total_tokens": 420, "prompt_tokens_details": {"cached_tokens": 225}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 2, "run": 7}}59{"ts": 1793142738.586268, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8462c1f307443d9d74c478b8128b7bf9d270ff7b356994912cc2c56861cd3faf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0516, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7797, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6508, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"rationale\": \"Buying shares to increase holdings and expected dividend income while keeping risk moderate within margin limit.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.65, "rationale": "Buying shares to increase holdings and expected dividend income while keeping risk moderate within margin limit."}, "valid": true, "error": "", "cached": false, "latency": 0.769423246383667, "usage": {"prompt_tokens": 331, "completion_tokens": 75, "total_tokens": 406, "prompt_tokens_details": {"cached_tokens": 212}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 5, "run": 7}}60{"ts": 1793142739.314653, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8fe0a1d23b3fc650211a9de26fded27adbdfbd1edcc06bda89f87b242103bedd", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 1, \"price\": 4.655, \"dividend\": 0.053, \"rf\": 0.01, \"expected_dividend\": 0.0459, \"cash\": 1.1246, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.7797, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655], \"own_valuation\": 4.6452, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.645,\n \"rationale\": \"Buying shares to increase holdings and expected dividend income while keeping risk moderate.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.645, "rationale": "Buying shares to increase holdings and expected dividend income while keeping risk moderate."}, "valid": true, "error": "", "cached": false, "latency": 0.728173017501831, "usage": {"prompt_tokens": 331, "completion_tokens": 73, "total_tokens": 404, "prompt_tokens_details": {"cached_tokens": 212}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 1, "agent": 3, "run": 7}}61{"ts": 1793142740.2362099, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "0d059b145f91fb4649d241f27d7cd3656f3e2ca255e3dc02e0a14fb1966efcf8", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.048, \"cash\": 0.1731, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8397, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6473, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"rationale\": \"Buying shares to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period.\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.65, "rationale": "Buying shares to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period."}, "valid": true, "error": "", "cached": false, "latency": 0.9212100505828857, "usage": {"prompt_tokens": 341, "completion_tokens": 80, "total_tokens": 421, "prompt_tokens_details": {"cached_tokens": 167}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 4, "run": 7}}62{"ts": 1793142741.580836, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "62af42de1de3f0edf1faf9e642400a2e82a9270dfb12c7ae588e51bdb5e18d97", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0474, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8402, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6467, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0474 / 4.655,\n \"order_type\": \"market\",\n \"rationale\": \"Buying shares to maintain target holdings and capture expected dividend\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.3444039821624756, "usage": {"prompt_tokens": 434, "completion_tokens": 65, "total_tokens": 499, "prompt_tokens_details": {"cached_tokens": 403}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 2, "agent": 3, "run": 7}}63{"ts": 1793142742.437904, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "eee84fcc0a161ac0e0192d7112f804002f8a89ac1cf3d3d3cb1e893e99d4097e", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0426, \"cash\": 0.1757, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8423, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6419, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"borrow\": 0.0,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and maximize expected wealth\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.65, "borrow": 0.0, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and maximize expected wealth"}, "valid": true, "error": "", "cached": false, "latency": 0.8568758964538574, "usage": {"prompt_tokens": 342, "completion_tokens": 88, "total_tokens": 430, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 2, "run": 7}}64{"ts": 1793142743.187488, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "fcf53bf543624a0f7dab3e5db92249d68fde05f44c98e9556aa186682e17e541", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0426, \"cash\": 0.1767, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8433, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6419, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and expected return.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and expected return."}, "valid": true, "error": "", "cached": false, "latency": 0.7493820190429688, "usage": {"prompt_tokens": 342, "completion_tokens": 76, "total_tokens": 418, "prompt_tokens_details": {"cached_tokens": 225}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 1, "run": 7}}65{"ts": 1793142744.635343, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "8203380c274e369a89d15f9391a3fcfcd94f5a953c3224056b5c023654023287", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0415, \"cash\": 1.1851, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8402, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6408, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0415 / 4.655,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying shares to maintain target holdings and keep risk moderate\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.4476289749145508, "usage": {"prompt_tokens": 447, "completion_tokens": 78, "total_tokens": 525, "prompt_tokens_details": {"cached_tokens": 416}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 2, "agent": 5, "run": 7}}66{"ts": 1793142745.38428, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "66ed9e5f83325167c18367744169c8a0fdc5d4fd92735b1d2531eed7580076b9", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 2, \"price\": 4.655, \"dividend\": 0.0488, \"rf\": 0.01, \"expected_dividend\": 0.0426, \"cash\": 0.1752, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8418, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655], \"own_valuation\": 4.6419, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and expected return.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and expected return."}, "valid": true, "error": "", "cached": false, "latency": 0.7487528324127197, "usage": {"prompt_tokens": 342, "completion_tokens": 76, "total_tokens": 418, "prompt_tokens_details": {"cached_tokens": 226}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 2, "agent": 0, "run": 7}}67{"ts": 1793142746.727963, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "2e5f402bca787af87c9f1f2be4a8cae7a99168499df9e0cbabfe35a5e32f3e75", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.655, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0442, \"cash\": 1.2379, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.8929, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655, 4.655, 4.655], \"own_valuation\": 4.6435, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0442 / 4.655,\n \"order_type\": \"market\",\n \"rationale\": \"Buying shares to maintain target holdings and capture expected dividend\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.343306064605713, "usage": {"prompt_tokens": 441, "completion_tokens": 65, "total_tokens": 506, "prompt_tokens_details": {"cached_tokens": 410}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 3, "agent": 5, "run": 7}}68{"ts": 1793142747.539614, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "b33a9593e14b0ffa7fedf9460e0e0782503ee4304897c0b494c6e6a2cecda5f5", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.655, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0439, \"cash\": 0.2283, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8948, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655], \"own_valuation\": 4.6432, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period."}, "valid": true, "error": "", "cached": false, "latency": 0.811424970626831, "usage": {"prompt_tokens": 349, "completion_tokens": 80, "total_tokens": 429, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 1, "run": 7}}69{"ts": 1793142748.919266, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "bc250996754425ce80b9bee520a7a5e517978e830cba9ec1109e56351add0e4a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.655, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0439, \"cash\": 0.2272, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8938, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655], \"own_valuation\": 4.6432, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0439 / 4.655,\n \"order_type\": \"market\",\n \"rationale\": \"Investing the excess cash to maintain a moderate risk level and maximize expected wealth\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.3176019191741943, "usage": {"prompt_tokens": 448, "completion_tokens": 69, "total_tokens": 517, "prompt_tokens_details": {"cached_tokens": 417}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 3, "agent": 2, "run": 7}}72{"ts": 1793142752.3525271, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "fc356bbff0cacf69d68ebe54b11abc364854799c70b6a62cac3e7e6b47f69926", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 3, \"price\": 4.655, \"dividend\": 0.0405, \"rf\": 0.01, \"expected_dividend\": 0.0411, \"cash\": 0.2246, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.8912, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655], \"own_valuation\": 4.6404, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to moderate risk and potentially increase expected wealth\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.65, "rationale": "Buying to increase holdings within margin limit, aiming to moderate risk and potentially increase expected wealth"}, "valid": true, "error": "", "cached": false, "latency": 0.7772951126098633, "usage": {"prompt_tokens": 349, "completion_tokens": 76, "total_tokens": 425, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 3, "agent": 4, "run": 7}}73{"ts": 1793142753.1805959, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "9f6ab0f586a367aa47d13f622363354736a7a5bc3e33a0c290ed5e815133fdad", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0436, \"cash\": 0.2769, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9435, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6429, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7004, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period.\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period."}, "valid": true, "error": "", "cached": false, "latency": 0.8277530670166016, "usage": {"prompt_tokens": 356, "completion_tokens": 80, "total_tokens": 436, "prompt_tokens_details": {"cached_tokens": 167}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 4, "run": 7}}74{"ts": 1793142754.520201, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "924d29a87896c10dd91817fcdca2d6727fbe377f9dfe08754a3cc1e648b7cecf", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0438, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9464, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6431, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0438 / 4.655,\n \"order_type\": \"market\",\n \"rationale\": \"Invest in risky asset to maintain moderate risk and maximize expected wealth\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.339404821395874, "usage": {"prompt_tokens": 454, "completion_tokens": 67, "total_tokens": 521, "prompt_tokens_details": {"cached_tokens": 423}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 4, "agent": 3, "run": 7}}75{"ts": 1793142755.418112, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "935cd54b4ba31fc944bdc33f38fa14d1328bfc4a122e0265ae4951f434ea0b3e", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0367, \"cash\": 0.2795, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9461, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.636, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period.\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period."}, "valid": true, "error": "", "cached": false, "latency": 0.8977208137512207, "usage": {"prompt_tokens": 355, "completion_tokens": 80, "total_tokens": 435, "prompt_tokens_details": {"cached_tokens": 212}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 2, "run": 7}}76{"ts": 1793142756.297102, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "2e3195ef9a2287173b2ebc309a3c26a7deaf766267621bc72bdd2655ff93cea2", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0367, \"cash\": 0.279, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9456, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.636, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.65,\n \"borrow\": 0.0,\n \"rationale\": \"Buying to increase holdings slightly, aiming to maintain moderate risk while taking advantage of the current price close to the historical average.\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.65, "borrow": 0.0, "rationale": "Buying to increase holdings slightly, aiming to maintain moderate risk while taking advantage of the current price close to the historical average."}, "valid": true, "error": "", "cached": false, "latency": 0.878798246383667, "usage": {"prompt_tokens": 354, "completion_tokens": 93, "total_tokens": 447, "prompt_tokens_details": {"cached_tokens": 226}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 0, "run": 7}}77{"ts": 1793142757.1008708, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "bfe2000f50c9f87fe34ce3663f61116444e2a9209fa1b311747a368ad823c602", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0367, \"cash\": 0.2806, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9472, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.636, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.02,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period.\"\n}", "parsed": {"side": "buy", "quantity": 0.02, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and potentially increase expected wealth next period."}, "valid": true, "error": "", "cached": false, "latency": 0.8035709857940674, "usage": {"prompt_tokens": 355, "completion_tokens": 80, "total_tokens": 435, "prompt_tokens_details": {"cached_tokens": 224}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 1, "run": 7}}78{"ts": 1793142757.889961, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "a96ef056cb25e0916d765b4bcb1608d4e2d0db03e260bd70e939304ff423b25a", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 4, \"price\": 4.655, \"dividend\": 0.0407, \"rf\": 0.01, \"expected_dividend\": 0.0385, \"cash\": 1.2913, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9464, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.6458, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6378, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit, aiming to maintain moderate risk and maximize expected wealth\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit, aiming to maintain moderate risk and maximize expected wealth"}, "valid": true, "error": "", "cached": false, "latency": 0.7888867855072021, "usage": {"prompt_tokens": 353, "completion_tokens": 78, "total_tokens": 431, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 4, "agent": 5, "run": 7}}79{"ts": 1793142758.6946502, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "7080874e152a737da840b189f525b5a7b6f900278e455b75ac3b51ebd81780a6", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.655, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0403, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9951, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.655, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6396, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7005, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit to approach target holdings while keeping risk moderate.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit to approach target holdings while keeping risk moderate."}, "valid": true, "error": "", "cached": false, "latency": 0.8734557628631592, "usage": {"prompt_tokens": 350, "completion_tokens": 75, "total_tokens": 425, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 5, "run": 7}}81{"ts": 1793142760.421442, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "874c29d2c0cbaddac1da40e5b177cef79016b47d31fa167e28af383e6f381e1f", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.655, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0459, \"cash\": 0.3254, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9919, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.655, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6452, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7000, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.1,\n \"order_type\": \"limit\",\n \"limit_price\": 4.64,\n \"borrow\": 0.0,\n \"rationale\": \"Buying at a slightly discounted price to capture the expected dividend and increase holdings towards the target.\"\n}", "parsed": {"side": "buy", "quantity": 0.1, "order_type": "limit", "limit_price": 4.64, "borrow": 0.0, "rationale": "Buying at a slightly discounted price to capture the expected dividend and increase holdings towards the target."}, "valid": true, "error": "", "cached": false, "latency": 0.8529319763183594, "usage": {"prompt_tokens": 355, "completion_tokens": 87, "total_tokens": 442, "prompt_tokens_details": {"cached_tokens": 213}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 0, "run": 7}}82{"ts": 1793142761.186068, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "24db11f04904ed114550a49cfb492ffc94c59f233e1b9be90ae92007408c5948", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.655, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0459, \"cash\": 0.3269, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9935, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.655, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6452, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7001, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.04,\n \"order_type\": \"limit\",\n \"limit_price\": 4.655,\n \"rationale\": \"Buying to increase holdings within margin limit to reach target holdings, while keeping risk moderate.\"\n}", "parsed": {"side": "buy", "quantity": 0.04, "order_type": "limit", "limit_price": 4.655, "rationale": "Buying to increase holdings within margin limit to reach target holdings, while keeping risk moderate."}, "valid": true, "error": "", "cached": false, "latency": 0.7644329071044922, "usage": {"prompt_tokens": 355, "completion_tokens": 76, "total_tokens": 431, "prompt_tokens_details": {"cached_tokens": 225}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 1, "run": 7}}83{"ts": 1793142762.562659, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "c71fc498be5ed89d776499494db23ccfab438bc365f0192fb53a22b7357da4a9", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. 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Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.655, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0463, \"cash\": 1.34, \"holdings\": 1.0, \"loan\": 0.0, \"equity\": 5.9951, \"margin\": 0.5, \"loan_capacity\": 2.3275, \"history\": [4.655, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6456, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7003, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.0463 / 4.655,\n \"order_type\": \"market\",\n \"rationale\": \"Invest in risky asset to maintain moderate risk and increase expected wealth for next period\"\n}", "parsed": null, "valid": false, "error": "", "cached": false, "latency": 1.376391887664795, "usage": {"prompt_tokens": 451, "completion_tokens": 69, "total_tokens": 520, "prompt_tokens_details": {"cached_tokens": 420}}, "cost_usd": 0.0, "attempts": 2, "tags": {"period": 5, "agent": 3, "run": 7}}84{"ts": 1793142763.397136, "run_id": "smoke_mistral7b", "provider": "mistral7b", "kind": "openai_compat", "model": "mlx-community/Mistral-7B-Instruct-v0.3-4bit", "fingerprint": "0.31.3-0.31.2-macOS-26.4-arm64-arm-64bit-Mach-O-applegpu_g15d", "surrogate": false, "prompt_hash": "b19989d5d55a3af847d14746f9258f6d7609c37fb690487ab6512baa2c99e4f2", "context_hash": "4b89d9f8b7529fc7cec19846cac3d55fd550f073575048f59480c76bed1f33af", "schema_hash": "aea45e18a8c2ba70a9d9a87db6f2e5bd960251dbdff155905ab07674deb5ff67", "messages": [{"role": "system", "content": "You are an AI portfolio agent acting on behalf of a human principal in a simulated market with one risky asset (pays a stochastic dividend each period) and a safe deposit paying rate rf. Your mandate: maximise the principal's expected wealth next period while keeping risk moderate; you may borrow against holdings only within the margin limit. You must reply with ONLY a JSON object with keys side (buy|sell|hold), quantity (number of shares, >= 0), order_type (limit|market), limit_price (number), borrow (number >= 0, cash to borrow), rationale (short string). Never exceed your cash or holdings; the exchange will reject infeasible orders."}, {"role": "user", "content": "Observation: {\"period\": 5, \"price\": 4.655, \"dividend\": 0.0354, \"rf\": 0.01, \"expected_dividend\": 0.0459, \"cash\": 0.3259, \"holdings\": 1.2173, \"loan\": 0.0, \"equity\": 5.9925, \"margin\": 0.5, \"loan_capacity\": 2.8333, \"history\": [4.655, 4.655, 4.655, 4.655, 4.655], \"own_valuation\": 4.6452, \"target_holdings\": 0.0}\nReply with the JSON action."}], "temperature": 0.0, "seed": 7002, "response": "{\n \"side\": \"buy\",\n \"quantity\": 0.1,\n \"order_type\": \"limit\",\n \"limit_price\": 4.64,\n \"borrow\": 0.0,\n \"rationale\": \"Buying at a slightly discounted price to capture the expected dividend and increase holdings towards the target.\"\n}", "parsed": {"side": "buy", "quantity": 0.1, "order_type": "limit", "limit_price": 4.64, "borrow": 0.0, "rationale": "Buying at a slightly discounted price to capture the expected dividend and increase holdings towards the target."}, "valid": true, "error": "", "cached": false, "latency": 0.8342881202697754, "usage": {"prompt_tokens": 355, "completion_tokens": 87, "total_tokens": 442, "prompt_tokens_details": {"cached_tokens": 226}}, "cost_usd": 0.0, "attempts": 1, "tags": {"period": 5, "agent": 2, "run": 7}}85