{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Fork: Tencent-Hunyuan/UnifiedReward","description":"Tencent Hunyuan fork signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560","json_url":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560/signal.json","generated_at":"2026-06-11T02:54:09.53715+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/88074750-8089-4b63-97aa-2cc25de2e560","signal_json":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560/signal.json","source":"https://github.com/Tencent-Hunyuan/UnifiedReward","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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","data_business":null},"answer_pack":{"answer":"Tencent Hunyuan forked Tencent-Hunyuan/UnifiedReward (forked from CodeGoat24/UnifiedReward). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo Tencent-Hunyuan/UnifiedReward · parent CodeGoat24/UnifiedReward · Routine fork with low stars. onlylabs links this event to 1 captured evidence page and 0 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/Tencent-Hunyuan/UnifiedReward","source_host":"github.com","occurred_at":"2025-06-18T12:59:48+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source","context":"forked from CodeGoat24/UnifiedReward"},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Tencent-Hunyuan/UnifiedReward","source":"source"},{"label":"Parent","value":"CodeGoat24/UnifiedReward","source":"source"},{"label":"Stars","value":"18","source":"traction"},{"label":"Notability","value":"Routine fork with low stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"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/UnifiedReward"],"related_signals":0,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:09.53715+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560/signal.json","dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?"],"output_fields":["org","upstream_repo","language","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"Forks expose what frontier-lab engineers are building on before polished announcements, making them useful for partnership and product wedge discovery.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560/signal.json","required":true},{"label":"source","url":"https://github.com/Tencent-Hunyuan/UnifiedReward","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/forks/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 context, and cited evidence, analyze Tencent Hunyuan's fork signal \"Tencent-Hunyuan/UnifiedReward\" for frontier lab strategy."},"semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"forked","object":"Tencent-Hunyuan/UnifiedReward","text":"Tencent Hunyuan forked Tencent-Hunyuan/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"is classified as","object":"fork signal","text":"Tencent-Hunyuan/UnifiedReward is classified as fork signal."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"belongs to","object":"forks desk","text":"Tencent-Hunyuan/UnifiedReward belongs to forks desk."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has context","object":"forked from CodeGoat24/UnifiedReward","text":"Tencent-Hunyuan/UnifiedReward has context forked from CodeGoat24/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/UnifiedReward has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has captured page count","object":"1","text":"Tencent-Hunyuan/UnifiedReward has captured page count 1."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/UnifiedReward has readable page count 1."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has related signal count","object":"0","text":"Tencent-Hunyuan/UnifiedReward has related signal count 0."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"Tencent-Hunyuan/UnifiedReward has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/UnifiedReward has source host github.com."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/UnifiedReward has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has signal desk","object":"forks","text":"Tencent-Hunyuan/UnifiedReward has signal desk forks."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/UnifiedReward has source host github.com."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has repository","object":"Tencent-Hunyuan/UnifiedReward","text":"Tencent-Hunyuan/UnifiedReward has repository Tencent-Hunyuan/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has parent","object":"CodeGoat24/UnifiedReward","text":"Tencent-Hunyuan/UnifiedReward has parent CodeGoat24/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has stars","object":"18","text":"Tencent-Hunyuan/UnifiedReward has stars 18."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has notability","object":"Routine fork with low stars","text":"Tencent-Hunyuan/UnifiedReward has notability Routine fork with low stars."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has watch term","object":"Eval methodology","text":"Tencent-Hunyuan/UnifiedReward has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Tencent Hunyuan forked Tencent-Hunyuan/UnifiedReward (forked from CodeGoat24/UnifiedReward). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo Tencent-Hunyuan/UnifiedReward · parent CodeGoat24/UnifiedReward · Routine fork with low stars. onlylabs links this event to 1 captured evidence page and 0 related fork signals.","semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"forked","object":"Tencent-Hunyuan/UnifiedReward","text":"Tencent Hunyuan forked Tencent-Hunyuan/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"is classified as","object":"fork signal","text":"Tencent-Hunyuan/UnifiedReward is classified as fork signal."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"belongs to","object":"forks desk","text":"Tencent-Hunyuan/UnifiedReward belongs to forks desk."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has context","object":"forked from CodeGoat24/UnifiedReward","text":"Tencent-Hunyuan/UnifiedReward has context forked from CodeGoat24/UnifiedReward."},{"subject":"Tencent-Hunyuan/UnifiedReward","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/UnifiedReward has evidence coverage 1 captured evidence page."}]},"signal":{"id":"88074750-8089-4b63-97aa-2cc25de2e560","url":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560","json_url":"https://onlylabs.fyi/signals/88074750-8089-4b63-97aa-2cc25de2e560/signal.json","source_url":"https://github.com/Tencent-Hunyuan/UnifiedReward","title":"Tencent-Hunyuan/UnifiedReward","summary":"Tencent Hunyuan forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from CodeGoat24/UnifiedReward","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2025-06-18T12:59:48+00:00","first_seen_at":"2026-06-05T21:53:29.068517+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/UnifiedReward"]},"facets":{"repo":"Tencent-Hunyuan/UnifiedReward","parent":"CodeGoat24/UnifiedReward"},"traction":{"github_stars":18,"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/UnifiedReward","final_url":"https://github.com/Tencent-Hunyuan/UnifiedReward","title":"Tencent-Hunyuan/UnifiedReward repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:09.53715+00:00","bytes":41598,"raw_path":"3420fd476845435ac5599fea049d4f31012f92f6731f826beba6d66b53084d06.json","content_hash":"e2adc4d2cc259c5e8850bbe426f72836029f7bea58ecdab4cccfedb7c318413e","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/UnifiedReward Description: Official implementation of UnifiedReward & UnifiedReward-Think License: MIT Stars: 18 Forks: 16 Open issues: 19 Created: 2025-06-18T12:59:48Z Pushed: 2025-06-18T11:39:27Z Default branch: main Fork: yes Parent repository: CodeGoat24/UnifiedReward Archived: no README: <p align=\"center\" width=\"100%\"> <img src=\"./docs/static/images/logo_resize.png\" width=\"80%\" height=\"70%\"> </p> <div align=\"center\"> <h1 align=\"center\"> Unified Reward Model for Multimodal Understanding and Generation </h1> </div> <a href=\"https://arxiv.org/pdf/2503.05236\"> <img src='https://img.shields.io/badge/arXiv-UnifiedReward-blue' alt='Paper PDF'></a> <a href=\"https://codegoat24.github.io/UnifiedReward/\"> <img src='https://img.shields.io/badge/Project-Website-orange' alt='Project Page'></a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-0.5b\"> <img src=\"https://img.shields.io/badge/%F0%9F%A4%97%20UnifiedReward 0.5b -yellow\"> </a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-7b\"> <img src=\"https://img.shields.io/badge/%F0%9F%A4%97%20UnifiedReward 7b-yellow\"> </a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-7b-v1.5\"> <img..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/UnifiedReward","final_url":"https://github.com/Tencent-Hunyuan/UnifiedReward","title":"Tencent-Hunyuan/UnifiedReward repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:09.53715+00:00","bytes":41598,"raw_path":"3420fd476845435ac5599fea049d4f31012f92f6731f826beba6d66b53084d06.json","content_hash":"e2adc4d2cc259c5e8850bbe426f72836029f7bea58ecdab4cccfedb7c318413e","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/UnifiedReward Description: Official implementation of UnifiedReward & UnifiedReward-Think License: MIT Stars: 18 Forks: 16 Open issues: 19 Created: 2025-06-18T12:59:48Z Pushed: 2025-06-18T11:39:27Z Default branch: main Fork: yes Parent repository: CodeGoat24/UnifiedReward Archived: no README: <p align=\"center\" width=\"100%\"> <img src=\"./docs/static/images/logo_resize.png\" width=\"80%\" height=\"70%\"> </p> <div align=\"center\"> <h1 align=\"center\"> Unified Reward Model for Multimodal Understanding and Generation </h1> </div> <a href=\"https://arxiv.org/pdf/2503.05236\"> <img src='https://img.shields.io/badge/arXiv-UnifiedReward-blue' alt='Paper PDF'></a> <a href=\"https://codegoat24.github.io/UnifiedReward/\"> <img src='https://img.shields.io/badge/Project-Website-orange' alt='Project Page'></a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-0.5b\"> <img src=\"https://img.shields.io/badge/%F0%9F%A4%97%20UnifiedReward 0.5b -yellow\"> </a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-7b\"> <img src=\"https://img.shields.io/badge/%F0%9F%A4%97%20UnifiedReward 7b-yellow\"> </a> <a href=\"https://huggingface.co/CodeGoat24/UnifiedReward-7b-v1.5\"> <img..."}],"related_signals":[]}