{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/UniRL","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4","json_url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4/signal.json","generated_at":"2026-06-11T01:46:43.924631+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/30ef45dc-aee6-470e-8bb6-1aff274256c4","signal_json":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4/signal.json","source":"https://github.com/Tencent-Hunyuan/UniRL","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":null},"answer_pack":{"answer":"Tencent Hunyuan published Tencent-Hunyuan/UniRL (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/UniRL · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Tencent-Hunyuan/UniRL","source_host":"github.com","occurred_at":"2026-06-08T12:29:36+00:00","first_seen_at":"2026-06-09T07:00:33.142136+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Tencent-Hunyuan/UniRL","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"469","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and 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has captured page count 1."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/UniRL has readable page count 1."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has related signal count","object":"6","text":"Tencent-Hunyuan/UniRL has related signal count 6."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Tencent-Hunyuan/UniRL has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/UniRL has source host github.com."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has 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watch term","object":"Infrastructure","text":"Tencent-Hunyuan/UniRL has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Tencent Hunyuan published Tencent-Hunyuan/UniRL (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/UniRL · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"published repo","object":"Tencent-Hunyuan/UniRL","text":"Tencent Hunyuan published repo Tencent-Hunyuan/UniRL."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/UniRL is classified as repo signal."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/UniRL belongs to repos desk."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/UniRL has context Python."},{"subject":"Tencent-Hunyuan/UniRL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/UniRL has evidence coverage 1 captured evidence page."}]},"signal":{"id":"30ef45dc-aee6-470e-8bb6-1aff274256c4","url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4","json_url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4/signal.json","source_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL","summary":"Tencent Hunyuan published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","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","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Tencent-Hunyuan/UniRL"]},"facets":{"repo":"Tencent-Hunyuan/UniRL","language":"Python"},"traction":{"github_stars":469,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/Tencent-Hunyuan/UniRL","final_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:46:43.924631+00:00","bytes":16151,"raw_path":"d7451fae3fdc8b033f62f6f995325466dce341b15fd13210705dcc1176c035f0.json","content_hash":"3deb3b40b8e164229b0f21f5874a78210dbf6d98523bdfebdf544c355820d1bc","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/UniRL Description: UniRL is a Framework for Unified Multimodal Model Reinforcement Learning Language: Python License: NOASSERTION Stars: 438 Forks: 23 Open issues: 8 Created: 2026-06-08T12:29:36Z Pushed: 2026-06-10T09:15:25Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"assets/banner.png\" alt=\"UniRL — A Reinforcement Learning Framework for Unified Multimodal Models\" width=\"98%\"> A Reinforcement Learning Framework for Unified Multimodal Models **U**(you)·**ni**(need)·**RL** for unified multimodal intelligence [![Python](https://img.shields.io/badge/python-3.12%2B-blue)](pyproject.toml) [![License](https://img.shields.io/badge/license-Apache--2.0-green)](LICENSE) [![Documentation](https://img.shields.io/badge/docs-unirl--project.github.io-blue)](https://unirl-project.github.io/unirl/) [![WeChat](https://img.shields.io/badge/WeChat-微信群-07C160?logo=wechat&logoColor=white)](assets/wechat_qr.jpg) </div> News 🚀 - **[2026-05]** **DRPO** released — *\"Rethinking the Divergence Regularization in LLM RL\"* ([arXiv](https://arxiv.org/abs/2606.09821)). - **[2026-06]** **Flow-DPPO** released — *\"FlowDPPO: Divergence Proximal Policy Optimization..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/UniRL","final_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:46:43.924631+00:00","bytes":16151,"raw_path":"d7451fae3fdc8b033f62f6f995325466dce341b15fd13210705dcc1176c035f0.json","content_hash":"3deb3b40b8e164229b0f21f5874a78210dbf6d98523bdfebdf544c355820d1bc","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/UniRL Description: UniRL is a Framework for Unified Multimodal Model Reinforcement Learning Language: Python License: NOASSERTION Stars: 438 Forks: 23 Open issues: 8 Created: 2026-06-08T12:29:36Z Pushed: 2026-06-10T09:15:25Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"assets/banner.png\" alt=\"UniRL — A Reinforcement Learning Framework for Unified Multimodal Models\" width=\"98%\"> A Reinforcement Learning Framework for Unified Multimodal Models **U**(you)·**ni**(need)·**RL** for unified multimodal intelligence [![Python](https://img.shields.io/badge/python-3.12%2B-blue)](pyproject.toml) [![License](https://img.shields.io/badge/license-Apache--2.0-green)](LICENSE) [![Documentation](https://img.shields.io/badge/docs-unirl--project.github.io-blue)](https://unirl-project.github.io/unirl/) [![WeChat](https://img.shields.io/badge/WeChat-微信群-07C160?logo=wechat&logoColor=white)](assets/wechat_qr.jpg) </div> News 🚀 - **[2026-05]** **DRPO** released — *\"Rethinking the Divergence Regularization in LLM RL\"* ([arXiv](https://arxiv.org/abs/2606.09821)). - **[2026-06]** **Flow-DPPO** released — *\"FlowDPPO: Divergence Proximal Policy Optimization..."}],"related_signals":[{"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 Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-29T02:24:44+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"7c054af3-8d52-42c8-8d3a-9cf4d0f97e99","url":"https://onlylabs.fyi/signals/7c054af3-8d52-42c8-8d3a-9cf4d0f97e99","source_url":"https://github.com/Tencent-Hunyuan/Precise","title":"Tencent-Hunyuan/Precise","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-22T02:07:30+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"79193606-cf5c-4e28-89fb-30f176808c2f","url":"https://onlylabs.fyi/signals/79193606-cf5c-4e28-89fb-30f176808c2f","source_url":"https://github.com/Tencent-Hunyuan/Hy-MT2","title":"Tencent-Hunyuan/Hy-MT2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-18T07:54:11+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"f4f4c0ae-5f78-4070-8653-5516eb1f71ee","url":"https://onlylabs.fyi/signals/f4f4c0ae-5f78-4070-8653-5516eb1f71ee","source_url":"https://github.com/Tencent-Hunyuan/Hy-Embodied-RoboFusion","title":"Tencent-Hunyuan/Hy-Embodied-RoboFusion","context":"C","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-06T06:20:04+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"0eb03731-82e8-475f-8a1b-786ca5b4fe59","url":"https://onlylabs.fyi/signals/0eb03731-82e8-475f-8a1b-786ca5b4fe59","source_url":"https://github.com/Tencent-Hunyuan/R-DMesh","title":"Tencent-Hunyuan/R-DMesh","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent 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"},{"id":"1505b440-dc99-435c-b240-2e54c6233613","url":"https://onlylabs.fyi/signals/1505b440-dc99-435c-b240-2e54c6233613","source_url":"https://github.com/Tencent-Hunyuan/HY-Embodied-0.5-X","title":"Tencent-Hunyuan/HY-Embodied-0.5-X","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-22T13:21:36+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"}]}