{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Release: Tencent-Hunyuan/UniRL v0.1.0","description":"Tencent Hunyuan release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8","json_url":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8/signal.json","generated_at":"2026-10-25T04:52:27.888Z","evidence_latest_fetched_at":"2026-10-07T07:03:19.234936+00:00","signal_first_seen_at":"2026-10-07T07:00:54.68859+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/e14bbf89-70cf-445d-a4c1-3965e8743aa8","signal_json":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8/signal.json","source":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Tencent Hunyuan published Tencent-Hunyuan/UniRL v0.1.0 (Tencent-Hunyuan/UniRL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: UniRL v0.1.0 Repository: Tencent-Hunyuan/UniRL Tag: v0.1.0 Published: 2026-10-07T03:47:51Z Prerelease: no Release notes: Initial public release of UniRL, a reinforcement.... onlylabs links this event to 1 captured evidence page and 5 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2026-10-07T03:47:51+00:00","first_seen_at":"2026-10-07T07:00:54.68859+00:00","date_source":"source","context":"Tencent-Hunyuan/UniRL"},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Tencent-Hunyuan/UniRL","source":"source"},{"label":"Release","value":"UniRL v0.1.0","source":"source"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch 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hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8/signal.json","required":true},{"label":"source","url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source 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host","object":"github.com","text":"Tencent-Hunyuan/UniRL v0.1.0 has source host github.com."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/UniRL v0.1.0 has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has signal desk","object":"releases","text":"Tencent-Hunyuan/UniRL v0.1.0 has signal desk releases."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/UniRL v0.1.0 has source host github.com."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has repository","object":"Tencent-Hunyuan/UniRL","text":"Tencent-Hunyuan/UniRL v0.1.0 has repository Tencent-Hunyuan/UniRL."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has release","object":"UniRL v0.1.0","text":"Tencent-Hunyuan/UniRL v0.1.0 has release UniRL v0.1.0."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has watch term","object":"RL 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: UniRL v0.1.0 Repository: Tencent-Hunyuan/UniRL Tag: v0.1.0 Published: 2026-10-07T03:47:51Z Prerelease: no Release notes: Initial public release of UniRL, a reinforcement.... onlylabs links this event to 1 captured evidence page and 5 related release signals.","semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"released","object":"Tencent-Hunyuan/UniRL v0.1.0","text":"Tencent Hunyuan released Tencent-Hunyuan/UniRL v0.1.0."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"is classified as","object":"release signal","text":"Tencent-Hunyuan/UniRL v0.1.0 is classified as release signal."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"belongs to","object":"releases desk","text":"Tencent-Hunyuan/UniRL v0.1.0 belongs to releases desk."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has context","object":"Tencent-Hunyuan/UniRL","text":"Tencent-Hunyuan/UniRL v0.1.0 has context Tencent-Hunyuan/UniRL."},{"subject":"Tencent-Hunyuan/UniRL v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/UniRL v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e14bbf89-70cf-445d-a4c1-3965e8743aa8","url":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8","json_url":"https://onlylabs.fyi/signals/e14bbf89-70cf-445d-a4c1-3965e8743aa8/signal.json","source_url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","title":"Tencent-Hunyuan/UniRL v0.1.0","summary":"Tencent Hunyuan published release notes. onlylabs watches releases for what actually shipped.","context":"Tencent-Hunyuan/UniRL","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-07T03:47:51+00:00","first_seen_at":"2026-10-07T07:00:54.68859+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/releases/tag/v0.1.0"]},"facets":{"repo":"Tencent-Hunyuan/UniRL"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","final_url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.1.0","title":"Tencent-Hunyuan/UniRL v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-07T07:03:19.234936+00:00","bytes":2914,"raw_path":"4e950cf6fd735015ac999d2bea2c8549f6a7225d20654779c9cebd920a922f58.json","content_hash":"364f3d979529ae5b8a41a31ce304e35693471ac091f7fa7ad7e3d660ef794210","excerpt_chars":1200,"truncated":false,"excerpt":"UniRL v0.1.0 Repository: Tencent-Hunyuan/UniRL Tag: v0.1.0 Published: 2026-10-07T03:47:51Z Prerelease: no Release notes: Initial public release of UniRL, a reinforcement learning framework for unified multimodal models. Install with `pip install unirl==0.1.0`. What's included - **Training entrypoints**: diffusion RL (`train_diffusion`), AR RL for LLM / VLM (`train_ar`), prompt enhancement (`train_pe`), and unified AR + diffusion RL (`train_unified_model`). - **Algorithms**: Flow-DPPO and DRPO (team-proposed), plus GRPO, FlowGRPO, and DiffusionNFT. - **Models**: Stable Diffusion 3.5, Qwen-Image, FLUX.2-Klein, WAN 2.1, WAN 2.2, HunyuanVideo 1.0 / 1.5, HunyuanImage 3.0, BAGEL, Qwen3, Qwen2.5-VL, and the Prompt-Enhancer composition. - **Rollout engines**: trainside, SGLang (diffusion and LLM), and vLLM-Omni, on a Ray + FSDP runtime with LoRA / full-weight sync."},"evidence_pages":[],"related_signals":[{"id":"55c2d803-26e2-4527-bd9d-91694146826b","url":"https://onlylabs.fyi/signals/55c2d803-26e2-4527-bd9d-91694146826b","source_url":"https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/hy-memory-v2.0.5","title":"Tencent-Hunyuan/Hy-Memory hy-memory-v2.0.5","context":"Tencent-Hunyuan/Hy-Memory","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-22T12:59:49+00:00","first_seen_at":"2026-10-23T07:00:49.573298+00:00","date_source":"source"},{"id":"4afafaf7-46eb-471a-a6f1-fa7b509f61f7","url":"https://onlylabs.fyi/signals/4afafaf7-46eb-471a-a6f1-fa7b509f61f7","source_url":"https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.4","title":"Tencent-Hunyuan/Hy-Memory v1.0.4","context":"Tencent-Hunyuan/Hy-Memory","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-18T11:14:04+00:00","first_seen_at":"2026-10-19T07:00:51.848923+00:00","date_source":"source"},{"id":"4f009721-f41e-4e87-be7c-cb32bc6b6160","url":"https://onlylabs.fyi/signals/4f009721-f41e-4e87-be7c-cb32bc6b6160","source_url":"https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.2","title":"Tencent-Hunyuan/Hy-Memory v1.0.2","context":"Tencent-Hunyuan/Hy-Memory","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-16T18:49:00+00:00","first_seen_at":"2026-10-17T07:00:50.275913+00:00","date_source":"source"},{"id":"76db8dcb-27d2-4a66-bd70-eca9b2672897","url":"https://onlylabs.fyi/signals/76db8dcb-27d2-4a66-bd70-eca9b2672897","source_url":"https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.0","title":"Tencent-Hunyuan/Hy-Memory v1.0.0","context":"Tencent-Hunyuan/Hy-Memory","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-16T08:44:27+00:00","first_seen_at":"2026-10-17T07:00:50.275913+00:00","date_source":"source"},{"id":"bc83a04d-b771-4ef6-93ea-e544fbaa29b9","url":"https://onlylabs.fyi/signals/bc83a04d-b771-4ef6-93ea-e544fbaa29b9","source_url":"https://github.com/Tencent-Hunyuan/UniRL/releases/tag/v0.2.0","title":"Tencent-Hunyuan/UniRL v0.2.0","context":"Tencent-Hunyuan/UniRL","kind":{"key":"release","label":"Release"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-08T08:43:40+00:00","first_seen_at":"2026-10-09T07:00:51.994739+00:00","date_source":"source"}]}