{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFleetX v2.4.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a","json_url":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a/signal.json","generated_at":"2026-06-11T03:45:14.667043+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/86df2ed5-d8e2-4dcc-867d-63c4f371036a","signal_json":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a/signal.json","source":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","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/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":"Baidu (ERNIE) published PaddlePaddle/PaddleFleetX v2.4.0 (PaddlePaddle/PaddleFleetX). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleFleetX v2.4.0 Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0 Published: 2022-12-02T04:22:59Z Prerelease: no Release notes: 一、环境部署 1. 为提升开发部署用户体验，全面适配了.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","source_host":"github.com","occurred_at":"2022-12-02T04:22:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleFleetX"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleFleetX","source":"source"},{"label":"Release","value":"PaddleFleetX v2.4.0","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/PaddleFleetX/releases/tag/v2.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:14.667043+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn 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/86df2ed5-d8e2-4dcc-867d-63c4f371036a/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","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/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 Baidu (ERNIE)'s release signal \"PaddlePaddle/PaddleFleetX v2.4.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFleetX v2.4.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFleetX v2.4.0."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFleetX v2.4.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFleetX v2.4.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has context","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0 has context PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFleetX v2.4.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFleetX v2.4.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFleetX v2.4.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFleetX v2.4.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","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":"PaddlePaddle/PaddleFleetX v2.4.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFleetX v2.4.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFleetX v2.4.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFleetX v2.4.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFleetX v2.4.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has repository","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0 has repository PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has release","object":"PaddleFleetX v2.4.0","text":"PaddlePaddle/PaddleFleetX v2.4.0 has release PaddleFleetX v2.4.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFleetX v2.4.0 (PaddlePaddle/PaddleFleetX). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleFleetX v2.4.0 Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0 Published: 2022-12-02T04:22:59Z Prerelease: no Release notes: 一、环境部署 1. 为提升开发部署用户体验，全面适配了.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFleetX v2.4.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFleetX v2.4.0."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFleetX v2.4.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFleetX v2.4.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has context","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0 has context PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFleetX v2.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"86df2ed5-d8e2-4dcc-867d-63c4f371036a","url":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a","json_url":"https://onlylabs.fyi/signals/86df2ed5-d8e2-4dcc-867d-63c4f371036a/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","title":"PaddlePaddle/PaddleFleetX v2.4.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleFleetX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-12-02T04:22:59+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/PaddleFleetX/releases/tag/v2.4.0"]},"facets":{"repo":"PaddlePaddle/PaddleFleetX"},"traction":{"github_stars":null,"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/PaddleFleetX/releases/tag/v2.4.0","final_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","title":"PaddlePaddle/PaddleFleetX 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[#801](https://github.com/PaddlePaddle/PaddleFleetX/pull/801)） 2. 为了支持大模型分布式推理，实现了 GPT 生成模型的自适应转换，包括组网重切分与参数自动转换功能。（[#815](https://github.com/PaddlePaddle/PaddleFleetX/pull/815)） 四、推理部署 1. 优化GPT生成模型组网逻辑，添加自定义融合算子，减少动转静产生的同步操作，提升推理性能（[#946](https://github.com/PaddlePaddle/PaddleFleetX/pull/946)）。 五、性能 1. 在345M、1.3B、6.7B与175B模型上支持TensorFuse功能、适配使用FusedLinear、支持selective recompute、支持fp16..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","final_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0","title":"PaddlePaddle/PaddleFleetX v2.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:14.667043+00:00","bytes":6255,"raw_path":"7a3a14caf939b7ea02a9242a4e61a88cb2b8668048262680e5e55b9606b03626.json","content_hash":"cff79d9dcbf134d9e726d53eb83f236e2d45bd74a1b3c73eebf42305b0237cbb","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleFleetX v2.4.0 Repository: 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(ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}