{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFleetX v2.4.0rc","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e1ab012d-8fc8-4cda-8590-7b14915b7a3c","json_url":"https://onlylabs.fyi/signals/e1ab012d-8fc8-4cda-8590-7b14915b7a3c/signal.json","generated_at":"2026-06-11T03:45:14.990342+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/e1ab012d-8fc8-4cda-8590-7b14915b7a3c","signal_json":"https://onlylabs.fyi/signals/e1ab012d-8fc8-4cda-8590-7b14915b7a3c/signal.json","source":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","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 v2.4.0rc (PaddlePaddle/PaddleFleetX). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleFleetX v2.4.0rc Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0rc Published: 2022-11-29T08:32:53Z Prerelease: no Release notes: 1、环境部署 开发支持包括 Docker/PyPI.... 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/v2.4.0rc","source_host":"github.com","occurred_at":"2022-11-29T08:32:53+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 v2.4.0rc","source":"source"},{"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/e1ab012d-8fc8-4cda-8590-7b14915b7a3c/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","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 v2.4.0rc\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFleetX v2.4.0rc","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFleetX v2.4.0rc."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFleetX v2.4.0rc is classified as release signal."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFleetX v2.4.0rc belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has context","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has context PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has captured page count 1."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has readable page count 1."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has related signal count 6."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","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 v2.4.0rc 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 v2.4.0rc","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has source host github.com."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has signal desk releases."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has source host github.com."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has repository","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has repository PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has release","object":"PaddleFleetX v2.4.0rc","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has release PaddleFleetX v2.4.0rc."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFleetX v2.4.0rc (PaddlePaddle/PaddleFleetX). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleFleetX v2.4.0rc Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0rc Published: 2022-11-29T08:32:53Z Prerelease: no Release notes: 1、环境部署 开发支持包括 Docker/PyPI.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFleetX v2.4.0rc","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFleetX v2.4.0rc."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFleetX v2.4.0rc is classified as release signal."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFleetX v2.4.0rc belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has context","object":"PaddlePaddle/PaddleFleetX","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has context PaddlePaddle/PaddleFleetX."},{"subject":"PaddlePaddle/PaddleFleetX v2.4.0rc","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFleetX v2.4.0rc has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e1ab012d-8fc8-4cda-8590-7b14915b7a3c","url":"https://onlylabs.fyi/signals/e1ab012d-8fc8-4cda-8590-7b14915b7a3c","json_url":"https://onlylabs.fyi/signals/e1ab012d-8fc8-4cda-8590-7b14915b7a3c/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","title":"PaddlePaddle/PaddleFleetX v2.4.0rc","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":"2022-11-29T08:32:53+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/v2.4.0rc"]},"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/v2.4.0rc","final_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","title":"PaddlePaddle/PaddleFleetX v2.4.0rc","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:14.990342+00:00","bytes":3937,"raw_path":"3cba31f44aa6a7ffce096bb89d3def3c9cb3932ecca7ec57e2630d004376fb98.json","content_hash":"b23e1b8541c01f8506f0d088cc5adaeb9225dcd6b894eb5bc91d7ec8b1fc1fcb","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleFleetX v2.4.0rc Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0rc Published: 2022-11-29T08:32:53Z Prerelease: no Release notes: 1、环境部署 开发支持包括 Docker/PyPI 等多种二次开发和部署环境，提升使用易用性，可被其他套件或平台安装集成 2、动态图训练 - 开源GPT大模型分布式训练代码及345M模型参数 - 开源了 ViT-B/16 在 Imagenet1K 上的预训练代码以及Checkpoint，并达到谷歌官方ViT公布的精度 - 开源Imagen模型代码，实现 Imagen 397M、2B 文图生成算法以及 256x256、1024x1024 2个超分扩散模型组网、训练、评估和推理功能 3、自动并行 实现GPT『动转静+自动并行』大模型训练，支持常见并行策略、优化策略和两者的任意组合使用，其中并行策略包括数据并行、张量并行、流水线并行和混合并行，优化策略包括重计算、混合精度（1/2/3）、梯度累加、Sharding（1/2/3） 4、推理部署 - 支持动转静模型导出和InferenceEngine推理部署通用能力 - 支持GPT系列模型导出和推理部署 5、量化压缩 - 支持动态图量化训练功能 - GPT-345M模型经过INT8量化，在LAMBDA任务上精度无损。（Baseline Accuracy: 44.17%; INT8量化后 Accuracy: 44.38%） 6、性能 - 训练：GPT-345M模型下，八卡性能超越竞品Megatron-LM 14.2%。GPT-1.3B模型下，八卡性能超越竞品Megatron-LM 5.6% - 推理：Imagen对齐了 T5-11B 文本推理模型，性能超越 PyTorch 20%。解决 Imagen 1024x1024 长序列超分扩散模型显存占用过大的问题，模型吞吐提升35% 7、调试工具 覆盖包括分布式等多种调试需求，兼容VisualDL可视化工具，提升二次开发体验"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","final_url":"https://github.com/PaddlePaddle/PaddleFleetX/releases/tag/v2.4.0rc","title":"PaddlePaddle/PaddleFleetX v2.4.0rc","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:14.990342+00:00","bytes":3937,"raw_path":"3cba31f44aa6a7ffce096bb89d3def3c9cb3932ecca7ec57e2630d004376fb98.json","content_hash":"b23e1b8541c01f8506f0d088cc5adaeb9225dcd6b894eb5bc91d7ec8b1fc1fcb","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleFleetX v2.4.0rc Repository: PaddlePaddle/PaddleFleetX Tag: v2.4.0rc Published: 2022-11-29T08:32:53Z Prerelease: no Release notes: 1、环境部署 开发支持包括 Docker/PyPI 等多种二次开发和部署环境，提升使用易用性，可被其他套件或平台安装集成 2、动态图训练 - 开源GPT大模型分布式训练代码及345M模型参数 - 开源了 ViT-B/16 在 Imagenet1K 上的预训练代码以及Checkpoint，并达到谷歌官方ViT公布的精度 - 开源Imagen模型代码，实现 Imagen 397M、2B 文图生成算法以及 256x256、1024x1024 2个超分扩散模型组网、训练、评估和推理功能 3、自动并行 实现GPT『动转静+自动并行』大模型训练，支持常见并行策略、优化策略和两者的任意组合使用，其中并行策略包括数据并行、张量并行、流水线并行和混合并行，优化策略包括重计算、混合精度（1/2/3）、梯度累加、Sharding（1/2/3） 4、推理部署 - 支持动转静模型导出和InferenceEngine推理部署通用能力 - 支持GPT系列模型导出和推理部署 5、量化压缩 - 支持动态图量化训练功能 - GPT-345M模型经过INT8量化，在LAMBDA任务上精度无损。（Baseline Accuracy: 44.17%; INT8量化后 Accuracy: 44.38%） 6、性能 - 训练：GPT-345M模型下，八卡性能超越竞品Megatron-LM 14.2%。GPT-1.3B模型下，八卡性能超越竞品Megatron-LM 5.6% - 推理：Imagen对齐了 T5-11B 文本推理模型，性能超越 PyTorch 20%。解决 Imagen 1024x1024 长序列超分扩散模型显存占用过大的问题，模型吞吐提升35% 7、调试工具 覆盖包括分布式等多种调试需求，兼容VisualDL可视化工具，提升二次开发体验"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (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"}]}