{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Release: ByteDance-Seed/VeOmni v0.1.12","description":"ByteDance (Doubao/Seed) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/679dcc68-140e-4e82-821c-cc2fe3fc9006","json_url":"https://onlylabs.fyi/signals/679dcc68-140e-4e82-821c-cc2fe3fc9006/signal.json","generated_at":"2026-09-09T19:02:38.848Z","evidence_latest_fetched_at":"2026-09-09T07:02:48.066935+00:00","signal_first_seen_at":"2026-09-09T07:00:47.760223+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/679dcc68-140e-4e82-821c-cc2fe3fc9006","signal_json":"https://onlylabs.fyi/signals/679dcc68-140e-4e82-821c-cc2fe3fc9006/signal.json","source":"https://github.com/ByteDance-Seed/VeOmni/releases/tag/v0.1.12","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":"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":"ByteDance (Doubao/Seed) published ByteDance-Seed/VeOmni v0.1.12 (ByteDance-Seed/VeOmni). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.12 Repository: ByteDance-Seed/VeOmni Tag: v0.1.12 Published: 2026-09-09T03:57:51Z Prerelease: no Release notes: Highlights * **DeepSeek-V4, end to end** — training.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/ByteDance-Seed/VeOmni/releases/tag/v0.1.12","source_host":"github.com","occurred_at":"2026-09-09T03:57:51+00:00","first_seen_at":"2026-09-09T07:00:47.760223+00:00","date_source":"source","context":"ByteDance-Seed/VeOmni"},"context_markers":[{"label":"Lab","value":"ByteDance (Doubao/Seed)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ByteDance-Seed/VeOmni","source":"source"},{"label":"Release","value":"v0.1.12","source":"source"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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 changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release 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/679dcc68-140e-4e82-821c-cc2fe3fc9006/signal.json","required":true},{"label":"source","url":"https://github.com/ByteDance-Seed/VeOmni/releases/tag/v0.1.12","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":"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 cited evidence, analyze ByteDance (Doubao/Seed)'s release signal \"ByteDance-Seed/VeOmni v0.1.12\" for frontier lab strategy."},"semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"released","object":"ByteDance-Seed/VeOmni v0.1.12","text":"ByteDance (Doubao/Seed) released ByteDance-Seed/VeOmni v0.1.12."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"is classified as","object":"release signal","text":"ByteDance-Seed/VeOmni v0.1.12 is classified as release signal."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"belongs to","object":"releases desk","text":"ByteDance-Seed/VeOmni v0.1.12 belongs to releases desk."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has context","object":"ByteDance-Seed/VeOmni","text":"ByteDance-Seed/VeOmni v0.1.12 has context ByteDance-Seed/VeOmni."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/VeOmni v0.1.12 has evidence coverage 1 captured evidence page."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has captured page count","object":"1","text":"ByteDance-Seed/VeOmni v0.1.12 has captured page count 1."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has readable page count","object":"1","text":"ByteDance-Seed/VeOmni v0.1.12 has readable page count 1."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has related signal count","object":"6","text":"ByteDance-Seed/VeOmni v0.1.12 has related signal count 6."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","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":"ByteDance-Seed/VeOmni v0.1.12 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/VeOmni v0.1.12 has source host github.com."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/VeOmni v0.1.12 has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has signal desk","object":"releases","text":"ByteDance-Seed/VeOmni v0.1.12 has signal desk releases."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/VeOmni v0.1.12 has source host github.com."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has repository","object":"ByteDance-Seed/VeOmni","text":"ByteDance-Seed/VeOmni v0.1.12 has repository ByteDance-Seed/VeOmni."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has release","object":"v0.1.12","text":"ByteDance-Seed/VeOmni v0.1.12 has release v0.1.12."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has watch 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.12 Repository: ByteDance-Seed/VeOmni Tag: v0.1.12 Published: 2026-09-09T03:57:51Z Prerelease: no Release notes: Highlights * **DeepSeek-V4, end to end** — training.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"released","object":"ByteDance-Seed/VeOmni v0.1.12","text":"ByteDance (Doubao/Seed) released ByteDance-Seed/VeOmni v0.1.12."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"is classified as","object":"release signal","text":"ByteDance-Seed/VeOmni v0.1.12 is classified as release signal."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"belongs to","object":"releases desk","text":"ByteDance-Seed/VeOmni v0.1.12 belongs to releases desk."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has context","object":"ByteDance-Seed/VeOmni","text":"ByteDance-Seed/VeOmni v0.1.12 has context ByteDance-Seed/VeOmni."},{"subject":"ByteDance-Seed/VeOmni v0.1.12","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/VeOmni v0.1.12 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"679dcc68-140e-4e82-821c-cc2fe3fc9006","url":"https://onlylabs.fyi/signals/679dcc68-140e-4e82-821c-cc2fe3fc9006","json_url":"https://onlylabs.fyi/signals/679dcc68-140e-4e82-821c-cc2fe3fc9006/signal.json","source_url":"https://github.com/ByteDance-Seed/VeOmni/releases/tag/v0.1.12","title":"ByteDance-Seed/VeOmni v0.1.12","summary":"ByteDance (Doubao/Seed) published release notes. onlylabs watches releases for what actually shipped.","context":"ByteDance-Seed/VeOmni","kind":{"key":"release","label":"Release"},"org":{"slug":"bytedance","name":"ByteDance 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with Ulysses SP (#1120), LTX-2.3 (#858, #859), GPT-OSS (#854) plus a 120B EP4 LoRA recipe (#921), and an expert-parallel plan for Qwen3.5-MoE causal LM (#1106). * **LoRA** — native PEFT-free LoRA stack with MoE-LoRA and expert parallelism (#758), VLM trainer support (#1018), Qwen3.5-MoE (#1094), EP-sharded streaming load for PEFT models (#915), and faster eager MoE-LoRA routing (#1154, #1155). * **Parallelism and performance** — per-module local parallel state via context manager (#893), FSDP2 torch.compile (#881, #1009), MindSpeed-style async activation..."},"evidence_pages":[],"related_signals":[{"id":"a295b741-e912-4ff5-a12a-263f6926fbd4","url":"https://onlylabs.fyi/signals/a295b741-e912-4ff5-a12a-263f6926fbd4","source_url":"https://github.com/ByteDance-Seed/VeOmni/releases/tag/v0.1.11","title":"ByteDance-Seed/VeOmni v0.1.11","context":"ByteDance-Seed/VeOmni","kind":{"key":"release","label":"Release"},"org":{"slug":"bytedance","name":"ByteDance 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v0.1.9a2","context":"ByteDance-Seed/VeOmni","kind":{"key":"release","label":"Release"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-04-27T08:21:57+00:00","first_seen_at":"2026-06-26T23:50:06.854107+00:00","date_source":"source"}]}