{
  "_comment": "Model 'richard' (10M params) — one epoch over the 19.14M-token TinyStories set: 584 steps x 64 sequences x 512 tokens = 19.1M tokens. Warmup is 10% of the run.",
  "model": {
    "name": "richard",
    "n_layers": 6,
    "d_model": 384,
    "n_heads": 6,
    "n_kv_heads": 6,
    "d_ff": 1024,
    "vocab_size": 4096,
    "context_length": 512,
    "tied_embeddings": true,
    "use_rope": true,
    "rope_theta": 10000.0,
    "norm": "rmsnorm",
    "norm_eps": 1e-06,
    "activation": "swiglu",
    "dropout": 0.0
  },
  "train": {
    "lr": 0.0006,
    "min_lr_ratio": 0.1,
    "warmup_steps": 58,
    "max_steps": 584,
    "beta1": 0.9,
    "beta2": 0.95,
    "eps": 1e-08,
    "weight_decay": 0.1,
    "grad_clip": 1.0,
    "batch_size": 64,
    "grad_accum_steps": 1,
    "precision": "f32",
    "checkpoint_every": 200,
    "eval_every": 100,
    "eval_batches": 20,
    "seed": 1337
  }
}