{"schema_version":"onlylabs.public_signal.v1","title":"MiniMax Repo: MiniMax-AI/VTP","description":"MiniMax repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58","json_url":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58/signal.json","generated_at":"2026-06-11T03:57:40.390797+00:00","org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/minimax","dossier_json_url":"https://onlylabs.fyi/labs/minimax/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58","signal_json":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58/signal.json","source":"https://github.com/MiniMax-AI/VTP","lab_dossier":"https://onlylabs.fyi/labs/minimax","lab_dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis":"https://onlylabs.fyi/analysis/minimax","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"MiniMax published MiniMax-AI/VTP (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MiniMax-AI/VTP · language Python · Solid new repo with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/MiniMax-AI/VTP","source_host":"github.com","occurred_at":"2025-12-11T10:32:23+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"MiniMax","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"MiniMax-AI/VTP","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"490","source":"traction"},{"label":"Notability","value":"Solid new repo with moderate traction.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch term","value":"Infrastructure","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/MiniMax-AI/VTP"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:40.390797+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["training"],"score":14,"reason":"MiniMax has a repo signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58/signal.json","dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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.","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?","Which data-business lane explains this signal: Infrastructure?","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/09720ef4-7058-4cdf-87d8-43b0a0bf9e58/signal.json","required":true},{"label":"source","url":"https://github.com/MiniMax-AI/VTP","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/minimax/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/minimax/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 MiniMax's repo signal \"MiniMax-AI/VTP\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/VTP","text":"MiniMax published repo MiniMax-AI/VTP."},{"subject":"MiniMax-AI/VTP","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/VTP is classified as repo signal."},{"subject":"MiniMax-AI/VTP","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/VTP belongs to repos desk."},{"subject":"MiniMax-AI/VTP","predicate":"has context","object":"Python","text":"MiniMax-AI/VTP has context Python."},{"subject":"MiniMax-AI/VTP","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/VTP has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/VTP","predicate":"matches data-business lanes","object":"Infrastructure","text":"MiniMax-AI/VTP matches data-business lanes Infrastructure."},{"subject":"MiniMax-AI/VTP","predicate":"has captured page count","object":"1","text":"MiniMax-AI/VTP has captured page count 1."},{"subject":"MiniMax-AI/VTP","predicate":"has readable page count","object":"1","text":"MiniMax-AI/VTP has readable page count 1."},{"subject":"MiniMax-AI/VTP","predicate":"has related signal count","object":"6","text":"MiniMax-AI/VTP has related signal count 6."},{"subject":"MiniMax-AI/VTP","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":"MiniMax-AI/VTP 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":"MiniMax-AI/VTP","predicate":"has source host","object":"github.com","text":"MiniMax-AI/VTP has source host github.com."},{"subject":"MiniMax-AI/VTP","predicate":"has lab","object":"MiniMax","text":"MiniMax-AI/VTP has lab MiniMax."},{"subject":"MiniMax-AI/VTP","predicate":"has signal desk","object":"repos","text":"MiniMax-AI/VTP has signal desk repos."},{"subject":"MiniMax-AI/VTP","predicate":"has source host","object":"github.com","text":"MiniMax-AI/VTP has source host github.com."},{"subject":"MiniMax-AI/VTP","predicate":"has repository","object":"MiniMax-AI/VTP","text":"MiniMax-AI/VTP has repository MiniMax-AI/VTP."},{"subject":"MiniMax-AI/VTP","predicate":"has language","object":"Python","text":"MiniMax-AI/VTP has language Python."},{"subject":"MiniMax-AI/VTP","predicate":"has stars","object":"490","text":"MiniMax-AI/VTP has stars 490."},{"subject":"MiniMax-AI/VTP","predicate":"has notability","object":"Solid new repo with moderate traction.","text":"MiniMax-AI/VTP has notability Solid new repo with moderate traction.."},{"subject":"MiniMax-AI/VTP","predicate":"has radar lane","object":"Infrastructure","text":"MiniMax-AI/VTP has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"MiniMax published MiniMax-AI/VTP (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MiniMax-AI/VTP · language Python · Solid new repo with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/VTP","text":"MiniMax published repo MiniMax-AI/VTP."},{"subject":"MiniMax-AI/VTP","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/VTP is classified as repo signal."},{"subject":"MiniMax-AI/VTP","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/VTP belongs to repos desk."},{"subject":"MiniMax-AI/VTP","predicate":"has context","object":"Python","text":"MiniMax-AI/VTP has context Python."},{"subject":"MiniMax-AI/VTP","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/VTP has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/VTP","predicate":"matches data-business lanes","object":"Infrastructure","text":"MiniMax-AI/VTP matches data-business lanes Infrastructure."}]},"signal":{"id":"09720ef4-7058-4cdf-87d8-43b0a0bf9e58","url":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58","json_url":"https://onlylabs.fyi/signals/09720ef4-7058-4cdf-87d8-43b0a0bf9e58/signal.json","source_url":"https://github.com/MiniMax-AI/VTP","title":"MiniMax-AI/VTP","summary":"MiniMax 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":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2025-12-11T10:32:23+00:00","first_seen_at":"2026-06-05T20:58:48.478227+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/MiniMax-AI/VTP"]},"facets":{"repo":"MiniMax-AI/VTP","language":"Python"},"traction":{"github_stars":490,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["training"],"reason":"MiniMax has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/MiniMax-AI/VTP","final_url":"https://github.com/MiniMax-AI/VTP","title":"MiniMax-AI/VTP repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:40.390797+00:00","bytes":21671,"raw_path":"23db4c70676c1783ac1a27c135b5a564a4da11c8b74656cee86ba21138d8ffd0.json","content_hash":"f519292c4bca48406b12e6902e351d92d0c872baa97ce42e622c94f9a2707a2d","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/VTP Description: Towards Scalable Pre-training of Visual Tokenizers for Generation Language: Python License: NOASSERTION Stars: 490 Forks: 14 Open issues: 8 Created: 2025-12-11T10:32:23Z Pushed: 2026-04-15T07:09:46Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"figures/logo.png\" alt=\"Logo\" width=\"200\"/> <h2> Towards Scalable Pre-training of Visual Tokenizers for Generation </h2> [Jingfeng Yao](https://github.com/JingfengYao)<sup>1</sup>, [Yuda Song](https://github.com/IDKiro)<sup>2</sup>, Yucong Zhou<sup>2</sup>, [Xinggang Wang](https://xwcv.github.io/)<sup>1,*</sup> <sup>1</sup>Huazhong University of Science and Technology <sup>2</sup>MiniMax <sup>*</sup>Corresponding author: xgwang@hust.edu.cn ***Work still in Progress.*** [![HuggingFace](https://img.shields.io/badge/HuggingFace-VTP-2C3E50?style=flat-square&labelColor=FFD21E)](https://huggingface.co/MiniMaxAI/VTP-Large-f16d64) [![GitHub](https://img.shields.io/badge/GitHub-VTP-2C3E50?style=flat-square&labelColor=FFD21E)](https://github.com/MiniMax-AI/VTP) [![arXiv](https://img.shields.io/badge/paper-VTP-2C3E50?style=flat-square&labelColor=FF4040)](https://arxiv.org/abs/2512.13687)..."},"evidence_pages":[{"url":"https://github.com/MiniMax-AI/VTP","final_url":"https://github.com/MiniMax-AI/VTP","title":"MiniMax-AI/VTP repository 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<sup>1</sup>Huazhong University of Science and Technology <sup>2</sup>MiniMax <sup>*</sup>Corresponding author: xgwang@hust.edu.cn ***Work still in Progress.*** [![HuggingFace](https://img.shields.io/badge/HuggingFace-VTP-2C3E50?style=flat-square&labelColor=FFD21E)](https://huggingface.co/MiniMaxAI/VTP-Large-f16d64) [![GitHub](https://img.shields.io/badge/GitHub-VTP-2C3E50?style=flat-square&labelColor=FFD21E)](https://github.com/MiniMax-AI/VTP) [![arXiv](https://img.shields.io/badge/paper-VTP-2C3E50?style=flat-square&labelColor=FF4040)](https://arxiv.org/abs/2512.13687)..."}],"related_signals":[{"id":"4f6b7646-7bf5-4577-9280-c18dcc7013c6","url":"https://onlylabs.fyi/signals/4f6b7646-7bf5-4577-9280-c18dcc7013c6","source_url":"https://github.com/MiniMax-AI/minimax-code","title":"MiniMax-AI/minimax-code","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T12:39:40+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"b1e6d13f-ac0b-4910-bb42-45788b8112e0","url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0","source_url":"https://github.com/MiniMax-AI/MiniMax-M3","title":"MiniMax-AI/MiniMax-M3","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T06:05:17+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"a80f974b-b457-4dd4-a75f-2bd5f14c7045","url":"https://onlylabs.fyi/signals/a80f974b-b457-4dd4-a75f-2bd5f14c7045","source_url":"https://github.com/MiniMax-AI/MiniMax-M2.7","title":"MiniMax-AI/MiniMax-M2.7","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-04-09T03:34:10+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","url":"https://onlylabs.fyi/signals/4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","source_url":"https://github.com/MiniMax-AI/cli","title":"MiniMax-AI/cli","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-25T15:34:45+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"333621c4-294f-4e2a-acef-14134b0a2958","url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958","source_url":"https://github.com/MiniMax-AI/skills","title":"MiniMax-AI/skills","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-17T07:19:25+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","url":"https://onlylabs.fyi/signals/b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","source_url":"https://github.com/MiniMax-AI/OpenRoom","title":"MiniMax-AI/OpenRoom","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-03T04:01:01+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"}]}