{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Repo: ByteDance-Seed/decoupleQ","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/3ca4ac6a-7a1f-41a2-81dc-d70974a96695","json_url":"https://onlylabs.fyi/signals/3ca4ac6a-7a1f-41a2-81dc-d70974a96695/signal.json","generated_at":"2026-06-11T03:58:38.14532+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/3ca4ac6a-7a1f-41a2-81dc-d70974a96695","signal_json":"https://onlylabs.fyi/signals/3ca4ac6a-7a1f-41a2-81dc-d70974a96695/signal.json","source":"https://github.com/ByteDance-Seed/decoupleQ","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/decoupleQ (Cuda). 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/decoupleQ · language Cuda. 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/decoupleQ","source_host":"github.com","occurred_at":"2024-04-19T08:18:27+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source","context":"Cuda"},"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/decoupleQ","source":"source"},{"label":"Language","value":"Cuda","source":"source"},{"label":"Stars","value":"151","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/ByteDance-Seed/decoupleQ"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:58:38.14532+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3ca4ac6a-7a1f-41a2-81dc-d70974a96695/signal.json","dossier_json":"https://onlylabs.fyi/labs/bytedance/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/bytedance/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/bytedance/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"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?","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/3ca4ac6a-7a1f-41a2-81dc-d70974a96695/signal.json","required":true},{"label":"source","url":"https://github.com/ByteDance-Seed/decoupleQ","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/decoupleQ\" for frontier lab strategy."},"semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published repo","object":"ByteDance-Seed/decoupleQ","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/decoupleQ."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/decoupleQ is classified as repo signal."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/decoupleQ belongs to repos desk."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has context","object":"Cuda","text":"ByteDance-Seed/decoupleQ has context Cuda."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/decoupleQ has evidence coverage 1 captured evidence page."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has captured page count","object":"1","text":"ByteDance-Seed/decoupleQ has captured page count 1."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has readable page count","object":"1","text":"ByteDance-Seed/decoupleQ has readable page count 1."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has related signal count","object":"6","text":"ByteDance-Seed/decoupleQ has related signal count 6."},{"subject":"ByteDance-Seed/decoupleQ","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/decoupleQ 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/decoupleQ","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/decoupleQ has source host github.com."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/decoupleQ has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has signal desk","object":"repos","text":"ByteDance-Seed/decoupleQ has signal desk repos."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/decoupleQ has source host github.com."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has repository","object":"ByteDance-Seed/decoupleQ","text":"ByteDance-Seed/decoupleQ has repository ByteDance-Seed/decoupleQ."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has language","object":"Cuda","text":"ByteDance-Seed/decoupleQ has language Cuda."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has stars","object":"151","text":"ByteDance-Seed/decoupleQ has stars 151."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has watch term","object":"Data pipeline","text":"ByteDance-Seed/decoupleQ has watch term Data pipeline."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has watch term","object":"Infrastructure","text":"ByteDance-Seed/decoupleQ has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"ByteDance (Doubao/Seed) published ByteDance-Seed/decoupleQ (Cuda). 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/decoupleQ · language Cuda. 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/decoupleQ","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/decoupleQ."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/decoupleQ is classified as repo signal."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/decoupleQ belongs to repos desk."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has context","object":"Cuda","text":"ByteDance-Seed/decoupleQ has context Cuda."},{"subject":"ByteDance-Seed/decoupleQ","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/decoupleQ has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3ca4ac6a-7a1f-41a2-81dc-d70974a96695","url":"https://onlylabs.fyi/signals/3ca4ac6a-7a1f-41a2-81dc-d70974a96695","json_url":"https://onlylabs.fyi/signals/3ca4ac6a-7a1f-41a2-81dc-d70974a96695/signal.json","source_url":"https://github.com/ByteDance-Seed/decoupleQ","title":"ByteDance-Seed/decoupleQ","summary":"ByteDance (Doubao/Seed) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2024-04-19T08:18:27+00:00","first_seen_at":"2026-06-05T20:58:46.965734+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/ByteDance-Seed/decoupleQ"]},"facets":{"repo":"ByteDance-Seed/decoupleQ","language":"Cuda"},"traction":{"github_stars":151,"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/ByteDance-Seed/decoupleQ","final_url":"https://github.com/ByteDance-Seed/decoupleQ","title":"ByteDance-Seed/decoupleQ repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:38.14532+00:00","bytes":10702,"raw_path":"5d4b17bde90f03b496b8890506107e93a4c28dcc0697e10f789e6cc336cf7a92.json","content_hash":"d8eed3984c1a5202316ea17765b43de2fd1af565665d154faf01ecc2240332f4","excerpt_chars":1200,"truncated":true,"excerpt":"ByteDance-Seed/decoupleQ Description: A quantization algorithm for LLM Language: Cuda License: Apache-2.0 Stars: 151 Forks: 10 Open issues: 16 Created: 2024-04-19T08:18:27Z Pushed: 2024-06-21T03:29:25Z Default branch: main Fork: no Archived: no README: decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points This repository contains the code for decoupleQ, the paper link is https://arxiv.org/abs/2404.12759 The W2 CUDA kernel is available at https://github.com/NVIDIA/TensorRT-LLM/pull/1568 Some of the code in this repo is built on top of [OPTQ's repository](https://github.com/IST-DASLab/gptq). We sincerely thank OPTQ for their great contribution. Please feel free to raise issues or contact chenwei.gavin@bytedance.com or guoyi.0@bytedance.com if you have any question. Dependencies All of our experiments are conducted in the following environment. * datasets==1.17.0 * transformers==4.35.0 * torch==2.1.0 Reproduce To reproduce the results of LLama, you should first download the models from [here](https://llama.meta.com/llama-downloads/), then put it at ``MODEL_PATH``. Change the ``MODEL_PATH`` in the following command to..."},"evidence_pages":[{"url":"https://github.com/ByteDance-Seed/decoupleQ","final_url":"https://github.com/ByteDance-Seed/decoupleQ","title":"ByteDance-Seed/decoupleQ repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:38.14532+00:00","bytes":10702,"raw_path":"5d4b17bde90f03b496b8890506107e93a4c28dcc0697e10f789e6cc336cf7a92.json","content_hash":"d8eed3984c1a5202316ea17765b43de2fd1af565665d154faf01ecc2240332f4","excerpt_chars":1200,"truncated":true,"excerpt":"ByteDance-Seed/decoupleQ Description: A quantization algorithm for LLM Language: Cuda License: Apache-2.0 Stars: 151 Forks: 10 Open issues: 16 Created: 2024-04-19T08:18:27Z Pushed: 2024-06-21T03:29:25Z Default branch: main Fork: no Archived: no README: decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points This repository contains the code for decoupleQ, the paper link is https://arxiv.org/abs/2404.12759 The W2 CUDA kernel is available at https://github.com/NVIDIA/TensorRT-LLM/pull/1568 Some of the code in this repo is built on top of [OPTQ's repository](https://github.com/IST-DASLab/gptq). We sincerely thank OPTQ for their great contribution. Please feel free to raise issues or contact chenwei.gavin@bytedance.com or guoyi.0@bytedance.com if you have any question. Dependencies All of our experiments are conducted in the following environment. * datasets==1.17.0 * transformers==4.35.0 * torch==2.1.0 Reproduce To reproduce the results of LLama, you should first download the models from [here](https://llama.meta.com/llama-downloads/), then put it at ``MODEL_PATH``. Change the ``MODEL_PATH`` in the following command to..."}],"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 (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-29T03:03:17+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"957704c5-24c9-4360-aafa-f8382010ed1d","url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d","source_url":"https://github.com/ByteDance-Seed/Cola-DLM","title":"ByteDance-Seed/Cola-DLM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-15T07:09:04+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"22ca2261-1970-4664-95e2-1c4d404c0eb3","url":"https://onlylabs.fyi/signals/22ca2261-1970-4664-95e2-1c4d404c0eb3","source_url":"https://github.com/ByteDance-Seed/THEMol","title":"ByteDance-Seed/THEMol","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-15T05:36:08+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"6a0854bb-9654-4e4e-92dc-e8fff1d6c7b9","url":"https://onlylabs.fyi/signals/6a0854bb-9654-4e4e-92dc-e8fff1d6c7b9","source_url":"https://github.com/ByteDance-Seed/felis","title":"ByteDance-Seed/felis","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-06T08:54:43+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"05e5f295-f84c-41c4-89df-baa3606008b1","url":"https://onlylabs.fyi/signals/05e5f295-f84c-41c4-89df-baa3606008b1","source_url":"https://github.com/ByteDance-Seed/SimArt","title":"ByteDance-Seed/SimArt","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-04-23T03:25:52+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"106937f9-35dd-41e2-adde-98e74527e1b8","url":"https://onlylabs.fyi/signals/106937f9-35dd-41e2-adde-98e74527e1b8","source_url":"https://github.com/ByteDance-Seed/In-Place-TTT","title":"ByteDance-Seed/In-Place-TTT","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-04-07T05:50:45+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"}]}