{"data":{"kind":"file","path":"README.md","version_id":"b8zw59d71tvkvwl63ixnitvf","entry":{"name":"README.md","path":"README.md","is_directory":false,"size":1252,"modified_at":"2026-02-06T11:15:14.642000","content_hash":"1dbd6dac86d2caebfb34a4e4caf5112625dc7f93bdd23607d00751c65dfd958b"},"entries":[],"content":"# sentence-repeater\n\n<a href=\"https://github.com/PrimeIntellect-ai/verifiers/tree/main/environments/sentence_repeater\">\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**: `sentence-repeater`\n- **Short description**: Multi-turn QA over a paragraph to retrieve specific sentences in random order.\n- **Tags**: retrieval, multi-turn, text, similarity\n\n### Datasets\n- **Primary dataset(s)**: `agentlans/wikipedia-paragraphs` processed into 5 Q/A turns per paragraph\n- **Source links**: Hugging Face Datasets\n- **Split sizes**: Train split filtered to paragraphs with 5 adequate-length sentences\n\n### Task\n- **Type**: multi-turn\n- **Rubric overview**: Sequence similarity against the 5 target answers across turns\n\n### Quickstart\nRun an evaluation with default settings:\n\n```bash\nprime eval run sentence-repeater\n```\n\nConfigure model and sampling:\n\n```bash\nprime eval run sentence-repeater \\\n  -m gpt-4.1-mini \\\n  -n 20 -r 3 -t 1024 -T 0.7\n```\n\n\n### Environment Arguments\nThis loader does not expose custom arguments.\n\n### Metrics\n| Metric | Meaning |\n| ------ | ------- |\n| `reward` | Mean SequenceMatcher ratio across the 5 repeated sentences |\n","encoding":"utf-8","truncated":false,"total_bytes":1252},"status":null}