{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Fork: PaddlePaddle/flash-attention","description":"Baidu (ERNIE) fork signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496","json_url":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496/signal.json","generated_at":"2026-06-11T03:18:20.924602+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496","signal_json":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496/signal.json","source":"https://github.com/PaddlePaddle/flash-attention","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) forked PaddlePaddle/flash-attention (forked from Dao-AILab/flash-attention). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo PaddlePaddle/flash-attention · parent Dao-AILab/flash-attention. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/PaddlePaddle/flash-attention","source_host":"github.com","occurred_at":"2023-02-02T13:04:25+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"forked from Dao-AILab/flash-attention"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/flash-attention","source":"source"},{"label":"Parent","value":"Dao-AILab/flash-attention","source":"source"},{"label":"Stars","value":"21","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 4 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"Forks expose what frontier-lab engineers are building on before polished announcements, making them useful for partnership and product wedge discovery.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/flash-attention","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/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 Baidu (ERNIE)'s fork signal \"PaddlePaddle/flash-attention\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"forked","object":"PaddlePaddle/flash-attention","text":"Baidu (ERNIE) forked PaddlePaddle/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"is classified as","object":"fork signal","text":"PaddlePaddle/flash-attention is classified as fork signal."},{"subject":"PaddlePaddle/flash-attention","predicate":"belongs to","object":"forks desk","text":"PaddlePaddle/flash-attention belongs to forks desk."},{"subject":"PaddlePaddle/flash-attention","predicate":"has context","object":"forked from Dao-AILab/flash-attention","text":"PaddlePaddle/flash-attention has context forked from Dao-AILab/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/flash-attention has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/flash-attention","predicate":"has captured page count","object":"1","text":"PaddlePaddle/flash-attention has captured page count 1."},{"subject":"PaddlePaddle/flash-attention","predicate":"has readable page count","object":"1","text":"PaddlePaddle/flash-attention has readable page count 1."},{"subject":"PaddlePaddle/flash-attention","predicate":"has related signal count","object":"4","text":"PaddlePaddle/flash-attention has related signal count 4."},{"subject":"PaddlePaddle/flash-attention","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"PaddlePaddle/flash-attention has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"PaddlePaddle/flash-attention","predicate":"has source host","object":"github.com","text":"PaddlePaddle/flash-attention has source host github.com."},{"subject":"PaddlePaddle/flash-attention","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/flash-attention has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/flash-attention","predicate":"has signal desk","object":"forks","text":"PaddlePaddle/flash-attention has signal desk forks."},{"subject":"PaddlePaddle/flash-attention","predicate":"has source host","object":"github.com","text":"PaddlePaddle/flash-attention has source host github.com."},{"subject":"PaddlePaddle/flash-attention","predicate":"has repository","object":"PaddlePaddle/flash-attention","text":"PaddlePaddle/flash-attention has repository PaddlePaddle/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"has parent","object":"Dao-AILab/flash-attention","text":"PaddlePaddle/flash-attention has parent Dao-AILab/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"has stars","object":"21","text":"PaddlePaddle/flash-attention has stars 21."},{"subject":"PaddlePaddle/flash-attention","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/flash-attention has watch term Eval methodology."},{"subject":"PaddlePaddle/flash-attention","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/flash-attention has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Baidu (ERNIE) forked PaddlePaddle/flash-attention (forked from Dao-AILab/flash-attention). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo PaddlePaddle/flash-attention · parent Dao-AILab/flash-attention. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"forked","object":"PaddlePaddle/flash-attention","text":"Baidu (ERNIE) forked PaddlePaddle/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"is classified as","object":"fork signal","text":"PaddlePaddle/flash-attention is classified as fork signal."},{"subject":"PaddlePaddle/flash-attention","predicate":"belongs to","object":"forks desk","text":"PaddlePaddle/flash-attention belongs to forks desk."},{"subject":"PaddlePaddle/flash-attention","predicate":"has context","object":"forked from Dao-AILab/flash-attention","text":"PaddlePaddle/flash-attention has context forked from Dao-AILab/flash-attention."},{"subject":"PaddlePaddle/flash-attention","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/flash-attention has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c3c1b540-482b-486f-8401-17aac73dd496","url":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496","json_url":"https://onlylabs.fyi/signals/c3c1b540-482b-486f-8401-17aac73dd496/signal.json","source_url":"https://github.com/PaddlePaddle/flash-attention","title":"PaddlePaddle/flash-attention","summary":"Baidu (ERNIE) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from Dao-AILab/flash-attention","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-02-02T13:04:25+00:00","first_seen_at":"2026-06-05T20:58:47.85163+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/PaddlePaddle/flash-attention"]},"facets":{"repo":"PaddlePaddle/flash-attention","parent":"Dao-AILab/flash-attention"},"traction":{"github_stars":21,"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/PaddlePaddle/flash-attention","final_url":"https://github.com/PaddlePaddle/flash-attention","title":"PaddlePaddle/flash-attention repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:20.924602+00:00","bytes":30499,"raw_path":"7aabba8d7b5d5074618b1c52faf943c3103a07bb4a70322ab6f07dfc1d8a5523.json","content_hash":"f5fe1a2ebe88f541cf1c7ffb1bcca44eebb7ef72ffec8247b7b2db38c643da32","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/flash-attention Description: Fast and memory-efficient exact attention Language: Python License: BSD-3-Clause Stars: 21 Forks: 35 Open issues: 24 Created: 2023-02-02T13:04:25Z Pushed: 2026-06-03T08:40:19Z Default branch: main Fork: yes Parent repository: Dao-AILab/flash-attention Archived: no README: FlashAttention This repository provides the official implementation of FlashAttention and FlashAttention-2 from the following papers. **FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness** Tri Dao, Daniel Y. Fu, Stefano Ermon, Atri Rudra, Christopher Ré Paper: https://arxiv.org/abs/2205.14135 IEEE Spectrum [article](https://spectrum.ieee.org/mlperf-rankings-2022) about our submission to the MLPerf 2.0 benchmark using FlashAttention. ![FlashAttention](assets/flashattn_banner.jpg) **FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning** Tri Dao Paper: https://tridao.me/publications/flash2/flash2.pdf ![FlashAttention-2](assets/flashattention_logo.png) Usage We've been very happy to see FlashAttention being widely adopted in such a short time after its release. This..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/flash-attention","final_url":"https://github.com/PaddlePaddle/flash-attention","title":"PaddlePaddle/flash-attention repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:20.924602+00:00","bytes":30499,"raw_path":"7aabba8d7b5d5074618b1c52faf943c3103a07bb4a70322ab6f07dfc1d8a5523.json","content_hash":"f5fe1a2ebe88f541cf1c7ffb1bcca44eebb7ef72ffec8247b7b2db38c643da32","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/flash-attention Description: Fast and memory-efficient exact attention Language: Python License: BSD-3-Clause Stars: 21 Forks: 35 Open issues: 24 Created: 2023-02-02T13:04:25Z Pushed: 2026-06-03T08:40:19Z Default branch: main Fork: yes Parent repository: Dao-AILab/flash-attention Archived: no README: FlashAttention This repository provides the official implementation of FlashAttention and FlashAttention-2 from the following papers. **FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness** Tri Dao, Daniel Y. Fu, Stefano Ermon, Atri Rudra, Christopher Ré Paper: https://arxiv.org/abs/2205.14135 IEEE Spectrum [article](https://spectrum.ieee.org/mlperf-rankings-2022) about our submission to the MLPerf 2.0 benchmark using FlashAttention. ![FlashAttention](assets/flashattn_banner.jpg) **FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning** Tri Dao Paper: https://tridao.me/publications/flash2/flash2.pdf ![FlashAttention-2](assets/flashattention_logo.png) Usage We've been very happy to see FlashAttention being widely adopted in such a short time after its release. This..."}],"related_signals":[{"id":"ee2e8c12-b455-4f27-84ad-01ae685f77c8","url":"https://onlylabs.fyi/signals/ee2e8c12-b455-4f27-84ad-01ae685f77c8","source_url":"https://github.com/PaddlePaddle/flux","title":"PaddlePaddle/flux","context":"forked from bytedance/flux","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2024-12-13T06:45:26+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"357da8fe-e16f-42d6-b040-d6e4d0fd7a4c","url":"https://onlylabs.fyi/signals/357da8fe-e16f-42d6-b040-d6e4d0fd7a4c","source_url":"https://github.com/PaddlePaddle/modulus-sym","title":"PaddlePaddle/modulus-sym","context":"forked from NVIDIA/physicsnemo-sym","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2024-04-22T02:33:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"39ebd160-9307-4202-bddc-28991f5b360f","url":"https://onlylabs.fyi/signals/39ebd160-9307-4202-bddc-28991f5b360f","source_url":"https://github.com/PaddlePaddle/modulus","title":"PaddlePaddle/modulus","context":"forked from NVIDIA/physicsnemo","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2024-04-22T02:32:21+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"0a16e73c-4a34-4a3f-8dc1-97fdb3f13df8","url":"https://onlylabs.fyi/signals/0a16e73c-4a34-4a3f-8dc1-97fdb3f13df8","source_url":"https://github.com/PaddlePaddle/warp-transducer","title":"PaddlePaddle/warp-transducer","context":"forked from b-flo/warp-transducer","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-12-20T14:02:35+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}