{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/Thinking-Free_Policy_Initialization","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5f208f8f-fbbf-4fe2-b72e-c1b7678007c3","json_url":"https://onlylabs.fyi/signals/5f208f8f-fbbf-4fe2-b72e-c1b7678007c3/signal.json","generated_at":"2026-06-11T03:57:29.187012+00:00","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","dossier_json_url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5f208f8f-fbbf-4fe2-b72e-c1b7678007c3","signal_json":"https://onlylabs.fyi/signals/5f208f8f-fbbf-4fe2-b72e-c1b7678007c3/signal.json","source":"https://github.com/Tencent-Hunyuan/Thinking-Free_Policy_Initialization","lab_dossier":"https://onlylabs.fyi/labs/tencent-hunyuan","lab_dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis":"https://onlylabs.fyi/analysis/tencent-hunyuan","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"Tencent Hunyuan published Tencent-Hunyuan/Thinking-Free_Policy_Initialization (Python). 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Fork: no Archived: no README: <div align=\"center\" style=\"font-family: charter;\"> <h1>TFPI: Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners</br></h1> <a href=\"https://arxiv.org/abs/2509.26226\" target=\"_blank\"> <img alt=\"arXiv\" src=\"https://img.shields.io/badge/arXiv-TFPI-red?logo=arxiv\" height=\"20\" /></a> <a href=\"https://huggingface.co/collections/xx18/tfpi\" target=\"_blank\"> <img alt=\"\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20_Models-TFPI-ffc107?color=ffc107&logoColor=white\" height=\"20\" /></a> <div> <a href=\"https://xinxu-ustc.github.io/\" target=\"_blank\">Xin Xu</a><sup>1,</sup><sup>2,</sup>,</span> <a href=\"\" target=\"_blank\">Cliveb AI</a><sup>1</sup>,</span> <a href=\"https://github.com/yk7333\" target=\"_blank\">Kai Yang</a><sup>1,</sup>,</span> <a..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/Thinking-Free_Policy_Initialization","final_url":"https://github.com/Tencent-Hunyuan/Thinking-Free_Policy_Initialization","title":"Tencent-Hunyuan/Thinking-Free_Policy_Initialization repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:29.187012+00:00","bytes":17402,"raw_path":"15912b10625e48eb8cab34edf9c70fc7306e70db62db7681c84f1241cdd18808.json","content_hash":"955cf8c46b7e204ac4d87f259df434533b5744a7abea0fc97a329252480c9af2","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/Thinking-Free_Policy_Initialization Description: The official code of [ICLR 2026] TFPI: Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners Language: Python License: NOASSERTION Stars: 103 Forks: 12 Open issues: 0 Created: 2025-11-06T07:38:13Z Pushed: 2026-01-27T11:59:26Z Default branch: main Fork: no Archived: no README: <div align=\"center\" style=\"font-family: charter;\"> <h1>TFPI: Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners</br></h1> <a href=\"https://arxiv.org/abs/2509.26226\" target=\"_blank\"> <img alt=\"arXiv\" src=\"https://img.shields.io/badge/arXiv-TFPI-red?logo=arxiv\" height=\"20\" /></a> <a href=\"https://huggingface.co/collections/xx18/tfpi\" target=\"_blank\"> <img alt=\"\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20_Models-TFPI-ffc107?color=ffc107&logoColor=white\" height=\"20\" /></a> <div> <a href=\"https://xinxu-ustc.github.io/\" target=\"_blank\">Xin Xu</a><sup>1,</sup><sup>2,</sup>,</span> <a href=\"\" target=\"_blank\">Cliveb AI</a><sup>1</sup>,</span> <a href=\"https://github.com/yk7333\" target=\"_blank\">Kai Yang</a><sup>1,</sup>,</span> <a..."}],"related_signals":[{"id":"30ef45dc-aee6-470e-8bb6-1aff274256c4","url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4","source_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-06-08T12:29:36+00:00","first_seen_at":"2026-06-09T07:00:33.142136+00:00","date_source":"source"},{"id":"a4a55c54-84f7-4b5d-b58a-26ff8fa578d7","url":"https://onlylabs.fyi/signals/a4a55c54-84f7-4b5d-b58a-26ff8fa578d7","source_url":"https://github.com/Tencent-Hunyuan/PlanningBench","title":"Tencent-Hunyuan/PlanningBench","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent 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Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T07:36:06+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"}]}