{"data":{"kind":"file","path":"README.md","version_id":"rbun67fky1b7mp3udyje0sll","entry":{"name":"README.md","path":"README.md","is_directory":false,"size":922,"modified_at":"2026-05-21T10:06:28.396000","content_hash":"cd68d36e7637d1c2a1673d42db0f0a806c73d0cff8faa343225b21fd9197975b"},"entries":[],"content":"# arcee-bioreason-go-rl\n\nBioReason Gene Ontology RL environment for biomedical reasoning post-training.\n\nThe environment loads BioReason-style protein annotation rows from Hugging Face and converts them into single-turn Verifiers tasks. The model must return supported GO identifiers in JSON:\n\n```json\n{\"go_ids\": [\"GO:0000000\"], \"rationale\": \"brief evidence-grounded explanation\"}\n```\n\n## Rewards\n\n- `go_term_f1` (`0.75`): F1 overlap between predicted and gold GO IDs.\n- `format_validity` (`0.15`): valid JSON with explicit GO IDs.\n- `cardinality_control` (`0.10`): discourages broad GO ID spraying.\n\n## Defaults\n\n- Dataset: `lokahq/bioreason-sft`\n- Split: `train`\n- Harness: `vf.SingleTurnEnv`\n- No external API keys required.\n\n## Local Install\n\n```bash\nprime env install arcee-bioreason-go-rl\n```\n\nPass environment args with Prime when needed:\n\n```bash\nprime eval run arcee-bioreason-go-rl -a '{\"num_examples\": 20}'\n```\n","encoding":"utf-8","truncated":false,"total_bytes":922},"status":null}