{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Repo: ByteDance-Seed/Cola-DLM","description":"ByteDance (Doubao/Seed) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d","json_url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d/signal.json","generated_at":"2026-06-11T02:42:06.923381+00:00","org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/bytedance","dossier_json_url":"https://onlylabs.fyi/labs/bytedance/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d","signal_json":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d/signal.json","source":"https://github.com/ByteDance-Seed/Cola-DLM","lab_dossier":"https://onlylabs.fyi/labs/bytedance","lab_dossier_json":"https://onlylabs.fyi/labs/bytedance/dossier.json","analysis":"https://onlylabs.fyi/analysis/bytedance","analysis_json":"https://onlylabs.fyi/analysis/bytedance/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/bytedance/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":"ByteDance (Doubao/Seed) published ByteDance-Seed/Cola-DLM (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ByteDance-Seed/Cola-DLM · language Python · New repo from ByteDance, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/ByteDance-Seed/Cola-DLM","source_host":"github.com","occurred_at":"2026-05-15T07:09:04+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"ByteDance (Doubao/Seed)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ByteDance-Seed/Cola-DLM","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"219","source":"traction"},{"label":"Notability","value":"New repo from ByteDance, moderate stars","source":"signal"},{"label":"Watch term","value":"Eval 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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/957704c5-24c9-4360-aafa-f8382010ed1d/signal.json","required":true},{"label":"source","url":"https://github.com/ByteDance-Seed/Cola-DLM","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/bytedance/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/bytedance/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 evidence, analyze ByteDance (Doubao/Seed)'s repo signal \"ByteDance-Seed/Cola-DLM\" for frontier lab strategy."},"semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published repo","object":"ByteDance-Seed/Cola-DLM","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/Cola-DLM."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/Cola-DLM is classified as repo signal."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/Cola-DLM belongs to repos desk."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has context","object":"Python","text":"ByteDance-Seed/Cola-DLM has context Python."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/Cola-DLM has evidence coverage 1 captured evidence page."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has captured page count","object":"1","text":"ByteDance-Seed/Cola-DLM has captured page count 1."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has readable page count","object":"1","text":"ByteDance-Seed/Cola-DLM has readable page count 1."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has related signal count","object":"6","text":"ByteDance-Seed/Cola-DLM has related signal count 6."},{"subject":"ByteDance-Seed/Cola-DLM","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":"ByteDance-Seed/Cola-DLM 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":"ByteDance-Seed/Cola-DLM","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/Cola-DLM has source host github.com."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/Cola-DLM has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has signal desk","object":"repos","text":"ByteDance-Seed/Cola-DLM has signal desk repos."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/Cola-DLM has source host github.com."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has repository","object":"ByteDance-Seed/Cola-DLM","text":"ByteDance-Seed/Cola-DLM has repository ByteDance-Seed/Cola-DLM."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has language","object":"Python","text":"ByteDance-Seed/Cola-DLM has language Python."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has stars","object":"219","text":"ByteDance-Seed/Cola-DLM has stars 219."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has notability","object":"New repo from ByteDance, moderate stars","text":"ByteDance-Seed/Cola-DLM has notability New repo from ByteDance, moderate stars."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has watch term","object":"Eval methodology","text":"ByteDance-Seed/Cola-DLM has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"ByteDance (Doubao/Seed) published ByteDance-Seed/Cola-DLM (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ByteDance-Seed/Cola-DLM · language Python · New repo from ByteDance, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published repo","object":"ByteDance-Seed/Cola-DLM","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/Cola-DLM."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/Cola-DLM is classified as repo signal."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/Cola-DLM belongs to repos desk."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has context","object":"Python","text":"ByteDance-Seed/Cola-DLM has context Python."},{"subject":"ByteDance-Seed/Cola-DLM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/Cola-DLM has evidence coverage 1 captured evidence page."}]},"signal":{"id":"957704c5-24c9-4360-aafa-f8382010ed1d","url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d","json_url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d/signal.json","source_url":"https://github.com/ByteDance-Seed/Cola-DLM","title":"ByteDance-Seed/Cola-DLM","summary":"ByteDance (Doubao/Seed) 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":"bytedance","name":"ByteDance 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[![Model](https://img.shields.io/badge/HuggingFace-Model-yellow.svg)](https://huggingface.co/ByteDance-Seed/Cola-DLM) [![HuggingFace Daily](https://img.shields.io/badge/HF-Daily%20Paper-yellow.svg)](https://huggingface.co/papers/2605.06548) [![Project Page](https://img.shields.io/badge/Project%20Page-Cola--DLM-1e90ff.svg)](https://hongcanguo.github.io/Cola-DLM/) [![Blog](https://img.shields.io/badge/Blog-Post-1e90ff.svg)](https://hongcanguo.github.io/posts/2026-cola-dlm.html) [![Zhihu](https://img.shields.io/badge/Zhihu-Article-0084ff.svg)](https://zhuanlan.zhihu.com/p/2038324180920313704)..."},"evidence_pages":[{"url":"https://github.com/ByteDance-Seed/Cola-DLM","final_url":"https://github.com/ByteDance-Seed/Cola-DLM","title":"ByteDance-Seed/Cola-DLM repository 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[![Model](https://img.shields.io/badge/HuggingFace-Model-yellow.svg)](https://huggingface.co/ByteDance-Seed/Cola-DLM) [![HuggingFace Daily](https://img.shields.io/badge/HF-Daily%20Paper-yellow.svg)](https://huggingface.co/papers/2605.06548) [![Project Page](https://img.shields.io/badge/Project%20Page-Cola--DLM-1e90ff.svg)](https://hongcanguo.github.io/Cola-DLM/) [![Blog](https://img.shields.io/badge/Blog-Post-1e90ff.svg)](https://hongcanguo.github.io/posts/2026-cola-dlm.html) [![Zhihu](https://img.shields.io/badge/Zhihu-Article-0084ff.svg)](https://zhuanlan.zhihu.com/p/2038324180920313704)..."}],"related_signals":[{"id":"55e0369a-bd79-48f1-a004-0cd4fdfb03e4","url":"https://onlylabs.fyi/signals/55e0369a-bd79-48f1-a004-0cd4fdfb03e4","source_url":"https://github.com/ByteDance-Seed/TaskMem","title":"ByteDance-Seed/TaskMem","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance 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