spb/uqo-research-db
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1# Embedding model configuration2embeddings:3 default_model: "all-MiniLM-L6-v2"45 models:6 all-MiniLM-L6-v2:7 provider: sentence-transformers8 dimension: 3849 max_tokens: 25610 description: "Fast, lightweight model for general semantic similarity"1112 all-mpnet-base-v2:13 provider: sentence-transformers14 dimension: 76815 max_tokens: 38416 description: "Higher quality embeddings, slower inference"1718 text-embedding-3-small:19 provider: openai20 dimension: 153621 max_tokens: 819122 description: "OpenAI small embedding model"2324 text-embedding-3-large:25 provider: openai26 dimension: 307227 max_tokens: 819128 description: "OpenAI large embedding model"2930 processing:31 batch_size: 25632 max_workers: 233 device: "mps" # cpu, cuda, mps34 normalize: true35 show_progress: true3637 storage:38 base_dir: data/embeddings39 format: parquet40 compression: zstd41