{"data":{"kind":"file","path":"README.md","version_id":"s64ez7ez9y0ntoez7zsz65m6","entry":{"name":"README.md","path":"README.md","is_directory":false,"size":2053,"modified_at":"2026-02-06T11:15:16.599000","content_hash":"a1a729ad97ae4b908dcfe2f18a9b4591410872f08fc52fe053c4082820c1b3b4"},"entries":[],"content":"# self-reward\n\n<a href=\"https://github.com/PrimeIntellect-ai/verifiers/tree/main/environments/self_reward\">\n<img src=\"https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github&logoColor=white\" alt=\"Source Code\">\n</a>\n\n### Overview\n- **Environment ID**: `self-reward`\n- **Short description**: Single-turn evaluation where a judge model scores responses based on a simple scoring prompt.\n- **Tags**: judge, single-turn, self-reward, openai-compatible\n\n### Datasets\n- **Primary dataset(s)**: Any HF dataset with `question`/`answer` columns (specified by `dataset_name`)\n- **Source links**: Hugging Face Datasets\n- **Split sizes**: Uses the dataset’s `train` file by default\n\n### Task\n- **Type**: single-turn\n- **Rubric overview**: `JudgeRubric` uses a judge client/model/prompt to produce a 0–1 score\n\n### Quickstart\nRun an evaluation with default settings (example):\n\n```bash\nprime eval run self-reward -a '{\"dataset_name\": \"your/dataset\", \"model_name\": \"Qwen/Qwen3-0.6B\"}'\n```\n\nConfigure model and sampling:\n\n```bash\nprime eval run self-reward \\\n  -m gpt-4.1-mini \\\n  -n 20 -r 3 -t 1024 -T 0.7 \\\n  -a '{\"dataset_name\": \"your/dataset\", \"judge_model\": \"Qwen/Qwen3-0.6B\", \"base_url\": \"http://0.0.0.0:8000/v1\", \"api_key_var\": \"JUDGE_API_KEY\"}'\n```\n\nNotes:\n- Use `-a` / `--env-args` to pass environment-specific configuration as a JSON object.\n- Reports are written under `./environments/self_reward/reports/` and auto-embedded below.\n\n### Environment Arguments\n| Arg | Type | Default | Description |\n| --- | ---- | ------- | ----------- |\n| `dataset_name` | str | `\"PrimeIntellect/Hendrycks-Math\"` | HF dataset name or path containing `question`/`answer` |\n| `judge_model` | str | `\"gpt-4.1-mini\"` | Judge model name (OpenAI-compatible) |\n| `base_url` | str | `\"http://0.0.0.0:8000/v1\"` | Judge API base URL |\n| `api_key_var` | str | `\"JUDGE_API_KEY\"` | Env var for judge API key (optional, defaults to \"EMPTY\" if not set) |\n\n### Metrics\n| Metric | Meaning |\n| ------ | ------- |\n| `reward` | Judge-produced score, normalized to 0–1 |\n","encoding":"utf-8","truncated":false,"total_bytes":2053},"status":null}