{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/DRIVE-RLVR","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f","json_url":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f/signal.json","generated_at":"2026-06-11T03:57:29.177418+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/f851c2d0-cc98-4291-aff9-263867a88a9f","signal_json":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f/signal.json","source":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","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/DRIVE-RLVR. 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/DRIVE-RLVR · Low traction, routine new repo. 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/DRIVE-RLVR","source_host":"github.com","occurred_at":"2025-11-10T11:00:41+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source","context":null},"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/DRIVE-RLVR","source":"source"},{"label":"Stars","value":"9","source":"traction"},{"label":"Notability","value":"Low traction, routine new repo","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f/signal.json","required":true},{"label":"source","url":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","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":null,"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 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1."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/DRIVE-RLVR has readable page count 1."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has related signal count","object":"6","text":"Tencent-Hunyuan/DRIVE-RLVR has related signal count 6."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","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/DRIVE-RLVR 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/DRIVE-RLVR","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/DRIVE-RLVR has source host github.com."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/DRIVE-RLVR has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has signal desk","object":"repos","text":"Tencent-Hunyuan/DRIVE-RLVR has signal desk repos."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/DRIVE-RLVR has source host github.com."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has repository","object":"Tencent-Hunyuan/DRIVE-RLVR","text":"Tencent-Hunyuan/DRIVE-RLVR has repository Tencent-Hunyuan/DRIVE-RLVR."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has stars","object":"9","text":"Tencent-Hunyuan/DRIVE-RLVR has stars 9."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has notability","object":"Low traction, routine new repo","text":"Tencent-Hunyuan/DRIVE-RLVR has notability Low traction, routine new repo."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has watch term","object":"RL environments","text":"Tencent-Hunyuan/DRIVE-RLVR has watch term RL environments."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has watch term","object":"Eval methodology","text":"Tencent-Hunyuan/DRIVE-RLVR has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Tencent Hunyuan published Tencent-Hunyuan/DRIVE-RLVR. 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/DRIVE-RLVR · Low traction, routine new repo. 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/DRIVE-RLVR","text":"Tencent Hunyuan published repo Tencent-Hunyuan/DRIVE-RLVR."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/DRIVE-RLVR is classified as repo signal."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/DRIVE-RLVR belongs to repos desk."},{"subject":"Tencent-Hunyuan/DRIVE-RLVR","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/DRIVE-RLVR has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f851c2d0-cc98-4291-aff9-263867a88a9f","url":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f","json_url":"https://onlylabs.fyi/signals/f851c2d0-cc98-4291-aff9-263867a88a9f/signal.json","source_url":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","title":"Tencent-Hunyuan/DRIVE-RLVR","summary":"Tencent Hunyuan published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2025-11-10T11:00:41+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/DRIVE-RLVR"]},"facets":{"repo":"Tencent-Hunyuan/DRIVE-RLVR"},"traction":{"github_stars":9,"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/DRIVE-RLVR","final_url":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","title":"Tencent-Hunyuan/DRIVE-RLVR repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:29.177418+00:00","bytes":14225,"raw_path":"e39b727f1e78aef8a07f84d531d66159fd17e17e246232fc50806283217527f2.json","content_hash":"264d7de723ccda844bbbf237bd544bdc7e852a6be91500acdefb411a3431ee40","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/DRIVE-RLVR Stars: 9 Forks: 1 Open issues: 0 Created: 2025-11-10T11:00:41Z Pushed: 2025-11-12T09:46:18Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> DRIVE: <font color=#6495ED >D</font>ata Curation Best Practices for <font color=#6495ED >R</font>einforcement Learning w<font color=#6495ED >I</font>th <font color=#6495ED >VE</font>rifiable Reward in Competitive Code Generation **Hunyuan Team, Tencent** </div> <p align=\"center\"> <a href=\"https://arxiv.org/abs/2511.06307\">📖 Paper</a> • <a href=\"https://huggingface.co/tencent/DRIVE-SFT\">📙 SFT Model </a> • <a href=\"https://huggingface.co/tencent/DRIVE-RL\">📘 RL Model </a> • <a href=\"#citation\"><b>📜 Citation</b></a> </p> ----- Abstract Recent reasoning-first models have spurred a resurgence of interest in RLVR (Reinforcement Learning with Verifiable Reward). However, advances are dominated by mathematics, with competitive-programming code generation being relatively underexplored. This work investigates how to construct RLVR datasets and presents practical training techniques that yield strong performance. Our pipeline begins with Supervised Fine-Tuning (SFT) distilled from strong open-source..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","final_url":"https://github.com/Tencent-Hunyuan/DRIVE-RLVR","title":"Tencent-Hunyuan/DRIVE-RLVR repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:29.177418+00:00","bytes":14225,"raw_path":"e39b727f1e78aef8a07f84d531d66159fd17e17e246232fc50806283217527f2.json","content_hash":"264d7de723ccda844bbbf237bd544bdc7e852a6be91500acdefb411a3431ee40","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/DRIVE-RLVR Stars: 9 Forks: 1 Open issues: 0 Created: 2025-11-10T11:00:41Z Pushed: 2025-11-12T09:46:18Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> DRIVE: <font color=#6495ED >D</font>ata Curation Best Practices for <font color=#6495ED >R</font>einforcement Learning w<font color=#6495ED >I</font>th <font color=#6495ED >VE</font>rifiable Reward in Competitive Code Generation **Hunyuan Team, Tencent** </div> <p align=\"center\"> <a href=\"https://arxiv.org/abs/2511.06307\">📖 Paper</a> • <a href=\"https://huggingface.co/tencent/DRIVE-SFT\">📙 SFT Model </a> • <a href=\"https://huggingface.co/tencent/DRIVE-RL\">📘 RL Model </a> • <a href=\"#citation\"><b>📜 Citation</b></a> </p> ----- Abstract Recent reasoning-first models have spurred a resurgence of interest in RLVR (Reinforcement Learning with Verifiable Reward). However, advances are dominated by mathematics, with competitive-programming code generation being relatively underexplored. This work investigates how to construct RLVR datasets and presents practical training techniques that yield strong performance. Our pipeline begins with Supervised Fine-Tuning (SFT) distilled from strong open-source..."}],"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 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"}]}