{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Model: tencent/Hy-MT2-30B-A3B","description":"Tencent Hunyuan model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708","json_url":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708/signal.json","generated_at":"2026-06-11T02:40:52.700698+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/8b6e70df-c0fa-4bf4-9964-c79417964708","signal_json":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708/signal.json","source":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","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/Hy-MT2-30B-A3B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 6.9K HF downloads · New 30B MoE model from Tencent, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","source_host":"huggingface.co","occurred_at":"2026-05-11T07:43:51+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source 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model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the 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/8b6e70df-c0fa-4bf4-9964-c79417964708/signal.json","required":true},{"label":"source","url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","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 context, and 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count","object":"1","text":"tencent/Hy-MT2-30B-A3B has readable page count 1."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has related signal count","object":"6","text":"tencent/Hy-MT2-30B-A3B has related signal count 6."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"tencent/Hy-MT2-30B-A3B has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has source host","object":"huggingface.co","text":"tencent/Hy-MT2-30B-A3B has source host huggingface.co."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has lab","object":"Tencent Hunyuan","text":"tencent/Hy-MT2-30B-A3B has lab Tencent Hunyuan."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has signal desk","object":"releases","text":"tencent/Hy-MT2-30B-A3B has signal desk releases."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has source host","object":"huggingface.co","text":"tencent/Hy-MT2-30B-A3B has source host huggingface.co."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has task","object":"translation","text":"tencent/Hy-MT2-30B-A3B has task translation."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has license","object":"apache-2.0","text":"tencent/Hy-MT2-30B-A3B has license apache-2.0."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has library","object":"transformers","text":"tencent/Hy-MT2-30B-A3B has library transformers."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has params","object":"30.1B","text":"tencent/Hy-MT2-30B-A3B has params 30.1B."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has downloads","object":"6.9K","text":"tencent/Hy-MT2-30B-A3B has downloads 6.9K."}]},"intelligence":{"signal_desk":"releases","answer":"Tencent Hunyuan published tencent/Hy-MT2-30B-A3B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 6.9K HF downloads · New 30B MoE model from Tencent, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"published model","object":"tencent/Hy-MT2-30B-A3B","text":"Tencent Hunyuan published model tencent/Hy-MT2-30B-A3B."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"is classified as","object":"model signal","text":"tencent/Hy-MT2-30B-A3B is classified as model signal."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"belongs to","object":"releases desk","text":"tencent/Hy-MT2-30B-A3B belongs to releases desk."},{"subject":"tencent/Hy-MT2-30B-A3B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"tencent/Hy-MT2-30B-A3B has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8b6e70df-c0fa-4bf4-9964-c79417964708","url":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708","json_url":"https://onlylabs.fyi/signals/8b6e70df-c0fa-4bf4-9964-c79417964708/signal.json","source_url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","title":"tencent/Hy-MT2-30B-A3B","summary":"Tencent Hunyuan published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T07:43:51+00:00","first_seen_at":"2026-06-06T01:49:43.378888+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://huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md"]},"facets":{"pipeline_tag":"translation","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":6868,"hf_likes":454},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md","final_url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md","title":"tencent/Hy-MT2-30B-A3B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.700698+00:00","bytes":14829,"raw_path":"ed338a121b7d413e55a533a6e55e6c796e49dfbf87c8bb58d1921b7b55a94a4f.md","content_hash":"f90141ff791eaf891985ad924bef23a7f269fd9a72132fc03423f1f9bc2c0f62","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers tags: - translation language: - zh - en - fr - pt - es - ja - tr - ru - ar - ko - th - it - de - vi - ms - id - tl - hi - pl - cs - nl - km - my - fa - gu - ur - te - mr - he - bn - ta - uk - bo - kk - mn - ug license: apache-2.0 --- <p align=\"left\"> English&nbsp;｜&nbsp;<a href=\"https://huggingface.co/tencent/Hy-MT2-30B-A3B/blob/main/README_CN.md\">中文</a> </p> <br> <p align=\"center\"> <img src=\"imgs/logo-en.png\" width=\"400\"/> <br> </p> <div align=\"center\" style=\"line-height: 1;\"> [![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Tencent%20Hy-ffc107?color=ffc107&logoColor=white)](https://huggingface.co/collections/tencent/hy-mt2) &nbsp;&nbsp; [![ModelScope](https://img.shields.io/badge/ModelScope-Tencent%20Hy-624aff)](https://modelscope.cn/collections/Tencent-Hunyuan/Hy-MT2) </div> <p align=\"center\"> 🖥️&nbsp;<a href=\"https://aistudio.tencent.com/llm/en?tabIndex=0\"><b>Official Website</b></a>&nbsp;&nbsp;|&nbsp;&nbsp; 💬&nbsp;<a href=\"https://github.com/Tencent-Hunyuan/Hy-MT2\"><b>GitHub</b></a>&nbsp;&nbsp;|&nbsp;&nbsp; 🪡&nbsp;<a href=\"https://github.com/Tencent/AngelSlim/tree/main\"><b>AngelSlim</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;..."},"evidence_pages":[{"url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md","final_url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B/raw/main/README.md","title":"tencent/Hy-MT2-30B-A3B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.700698+00:00","bytes":14829,"raw_path":"ed338a121b7d413e55a533a6e55e6c796e49dfbf87c8bb58d1921b7b55a94a4f.md","content_hash":"f90141ff791eaf891985ad924bef23a7f269fd9a72132fc03423f1f9bc2c0f62","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers tags: - translation language: - zh - en - fr - pt - es - ja - tr - ru - ar - ko - th - it - de - vi - ms - id - tl - hi - pl - cs - nl - km - my - fa - gu - ur - te - mr - he - bn - ta - uk - bo - kk - mn - ug license: apache-2.0 --- <p align=\"left\"> English&nbsp;｜&nbsp;<a href=\"https://huggingface.co/tencent/Hy-MT2-30B-A3B/blob/main/README_CN.md\">中文</a> </p> <br> <p align=\"center\"> <img src=\"imgs/logo-en.png\" width=\"400\"/> <br> </p> <div align=\"center\" style=\"line-height: 1;\"> [![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Tencent%20Hy-ffc107?color=ffc107&logoColor=white)](https://huggingface.co/collections/tencent/hy-mt2) &nbsp;&nbsp; [![ModelScope](https://img.shields.io/badge/ModelScope-Tencent%20Hy-624aff)](https://modelscope.cn/collections/Tencent-Hunyuan/Hy-MT2) </div> <p align=\"center\"> 🖥️&nbsp;<a href=\"https://aistudio.tencent.com/llm/en?tabIndex=0\"><b>Official Website</b></a>&nbsp;&nbsp;|&nbsp;&nbsp; 💬&nbsp;<a href=\"https://github.com/Tencent-Hunyuan/Hy-MT2\"><b>GitHub</b></a>&nbsp;&nbsp;|&nbsp;&nbsp; 🪡&nbsp;<a href=\"https://github.com/Tencent/AngelSlim/tree/main\"><b>AngelSlim</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;..."}],"related_signals":[{"id":"60c17a62-e0e7-47f3-aaed-e716a3e74c4f","url":"https://onlylabs.fyi/signals/60c17a62-e0e7-47f3-aaed-e716a3e74c4f","source_url":"https://huggingface.co/tencent/Universal_Audio_Tokenizer","title":"tencent/Universal_Audio_Tokenizer","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-27T06:12:37+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"514743d5-46b8-4208-8505-36e1fc876d1f","url":"https://onlylabs.fyi/signals/514743d5-46b8-4208-8505-36e1fc876d1f","source_url":"https://huggingface.co/tencent/Hy-MT2-7B","title":"tencent/Hy-MT2-7B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T14:56:58+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"e8216daa-50ec-44ed-84c8-af06f1263070","url":"https://onlylabs.fyi/signals/e8216daa-50ec-44ed-84c8-af06f1263070","source_url":"https://huggingface.co/tencent/Hy-MT2-1.8B","title":"tencent/Hy-MT2-1.8B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-11T08:22:10+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"c808c36a-7c7e-4f47-85d1-4671f1650013","url":"https://onlylabs.fyi/signals/c808c36a-7c7e-4f47-85d1-4671f1650013","source_url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-1.25bit","title":"tencent/Hy-MT1.5-1.8B-1.25bit","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T04:36:33+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"8bdfa94a-b4fb-4934-aef8-599b307fd6da","url":"https://onlylabs.fyi/signals/8bdfa94a-b4fb-4934-aef8-599b307fd6da","source_url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-2bit","title":"tencent/Hy-MT1.5-1.8B-2bit","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T04:35:46+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"},{"id":"3a6ab626-3481-4cdd-b926-d85b67d87f63","url":"https://onlylabs.fyi/signals/3a6ab626-3481-4cdd-b926-d85b67d87f63","source_url":"https://huggingface.co/tencent/HY-Embodied-0.5-X","title":"tencent/HY-Embodied-0.5-X","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-23T02:34:44+00:00","first_seen_at":"2026-06-06T01:49:43.378888+00:00","date_source":"source"}]}