| { |
| "name": "mamaretrieval", |
| "version": "v0.2.0", |
| "release_date": "2026-05-24", |
| "description": "Per-retriever evaluation of 6 retrievers on 3,185 midwifery / OBGYN queries against the rag-bundle-v0.2.0 corpus, graded by an LLM judge under a 4-dimension rubric (D1 topic, D2 meaningful, D3 actionable, D4 density; score = d1 \u00d7 (d2 + d3 + d4) \u2208 [0..6]).", |
| "scope": "Tier 3: union of top-20 from 6 retrievers \u2014 230,964 judged (q, c) pairs. Top-3 union (Tier 2's scope) is a strict subset, recoverable from rankings.parquet with rank <= 3.", |
| "previous_version": { |
| "version": "v0.1.0", |
| "scope": "Tier 2: union of top-3, 36,418 judged pairs.", |
| "build_commit": "02127e3" |
| }, |
| "judge": { |
| "model": "Qwen/Qwen3.5-397B-A17B-FP8", |
| "prompt_hash": "9d2abdfb76b030ea", |
| "schema_version": "v-88c09262", |
| "prompt_file": "audit/judge_relevance_prompt.txt" |
| }, |
| "query_generator": { |
| "model": "Qwen/Qwen3.6-27B-FP8", |
| "prompt_hash": "1bf02ec4c75c580e", |
| "schema_version": "v-c2419971", |
| "prompt_file": "audit/query_generation_prompt.txt" |
| }, |
| "retrievers": [ |
| { |
| "name": "bm25", |
| "model": "BM25 (lexical baseline)" |
| }, |
| { |
| "name": "medcpt", |
| "model": "ncbi/MedCPT (Query+Article Encoders)" |
| }, |
| { |
| "name": "octen", |
| "model": "Octen/Octen-Embedding-8B" |
| }, |
| { |
| "name": "voyage", |
| "model": "voyage-4-large" |
| }, |
| { |
| "name": "lateon", |
| "model": "lightonai/GTE-ModernColBERT-v1" |
| }, |
| { |
| "name": "gecko", |
| "model": "gecko-1024-quant-v0.2.0 (on-device TFLite)" |
| } |
| ], |
| "top_k": 20, |
| "corpus": { |
| "bundle": "rag-bundle-v0.2.0", |
| "producer_commit": "a1abe003cce742b46954375d17abb28a3e27110f" |
| }, |
| "configs": { |
| "queries": { |
| "rows": 3185 |
| }, |
| "rankings": { |
| "rows": 382200, |
| "depth": 20 |
| }, |
| "judgments": { |
| "rows": 230964 |
| }, |
| "judgments_with_reasoning": { |
| "rows": 230964, |
| "extra_columns": [ |
| "thinking" |
| ] |
| }, |
| "chunks": { |
| "rows": 41298 |
| } |
| } |
| } |
|
|
