{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Serving v0.8.3","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb","json_url":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb/signal.json","generated_at":"2026-06-11T03:45:50.746158+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/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb","signal_json":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb/signal.json","source":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","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/Serving v0.8.3 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.8.3 Repository: PaddlePaddle/Serving Tag: v0.8.3 Published: 2022-03-04T07:52:08Z Prerelease: no Release notes: 新特性 - 增加C++ Serving 和 Pipeline Serving编译环境检查.... 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/Serving/releases/tag/v0.8.3","source_host":"github.com","occurred_at":"2022-03-04T07:52:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/Serving"},"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/Serving","source":"source"},{"label":"Release","value":"Release v0.8.3","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/Serving/releases/tag/v0.8.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:50.746158+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb/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/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","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/Serving v0.8.3\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.8.3","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.8.3."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.8.3 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.8.3 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.8.3 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.8.3 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Serving v0.8.3 has captured page count 1."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Serving v0.8.3 has readable page count 1."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Serving v0.8.3 has related signal count 6."},{"subject":"PaddlePaddle/Serving v0.8.3","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/Serving v0.8.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.8.3 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Serving v0.8.3 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Serving v0.8.3 has signal desk releases."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.8.3 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has repository","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.8.3 has repository PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has release","object":"Release v0.8.3","text":"PaddlePaddle/Serving v0.8.3 has release Release v0.8.3."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Serving v0.8.3 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.8.3 Repository: PaddlePaddle/Serving Tag: v0.8.3 Published: 2022-03-04T07:52:08Z Prerelease: no Release notes: 新特性 - 增加C++ Serving 和 Pipeline Serving编译环境检查.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.8.3","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.8.3."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.8.3 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.8.3 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.8.3 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.8.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.8.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb","url":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb","json_url":"https://onlylabs.fyi/signals/6af9c78b-ad7c-4a5a-a39c-d8a910bb41cb/signal.json","source_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","title":"PaddlePaddle/Serving v0.8.3","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/Serving","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-03-04T07:52:08+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/Serving/releases/tag/v0.8.3"]},"facets":{"repo":"PaddlePaddle/Serving"},"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/Serving/releases/tag/v0.8.3","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","title":"PaddlePaddle/Serving v0.8.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.746158+00:00","bytes":4670,"raw_path":"63631dfdd314b75e293e3550e4b3b9812b55036f99eb08d24ed254a8ddb53e31.json","content_hash":"e5d1493a7028af1353fa9966fa304ff07cc71a9c19ac3c564feac376484bcf83","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.8.3 Repository: PaddlePaddle/Serving Tag: v0.8.3 Published: 2022-03-04T07:52:08Z Prerelease: no Release notes: 新特性 - 增加C++ Serving 和 Pipeline Serving编译环境检查 #1584 - C++ Serving 支持修改log日志生成路径 #1592 - 使用TRT时，新增动态shape配置功能和示例 #1590 - 新增Python Pipeline Serving 普罗米修斯监控 #1586 - 新增C++ Serving 普罗米修斯监控 #1568 #1576 #1577 - 支持异构硬件，包括：x86+DCU、ARM+ascend310、ARM+ascend910 #1544 - 支持Python39 性能优化 - C++ Serving增加请求结果缓存功能，相同的请求直接返回 #1585, #1588 功能增强 - 更便捷的C++串联多模型方式 #1546 - dockerfile升级，新增centos dockerfile #1618 #1594 - 新增Pipeline Serving bf16低精度支持 #1594 #1554 文档和示例变更 - 新增pp-shitu示例 #1572 - 新增PaddleNLP示例 #1609 - 新增环境检查文档 #1643 - 新增动态TRT使用文档 #1643 - 新增异构硬件使用文档 #1641,#1654 - 新增请求缓存Cache使用说明文档 #1641, #1588 Bug修复 - 修复异步框架下内存泄露问题 #1589 - 修复Pipeline Serving中输入为list[str]的情况 #1598 For English: New features - Add C++ serving and pipeline serving compilation environment check #1584 - C++ serving supports modifying the log generation path #1592 - When using TRT, new dynamic shape configuration functions and examples are added #1590 - Add Python pipeline serving Prometheus monitoring #1586 - Add C++ serving Prometheus monitoring #1568 #1576 #1577 - Support heterogeneous hardware, including x86 +..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.8.3","title":"PaddlePaddle/Serving v0.8.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.746158+00:00","bytes":4670,"raw_path":"63631dfdd314b75e293e3550e4b3b9812b55036f99eb08d24ed254a8ddb53e31.json","content_hash":"e5d1493a7028af1353fa9966fa304ff07cc71a9c19ac3c564feac376484bcf83","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.8.3 Repository: PaddlePaddle/Serving Tag: v0.8.3 Published: 2022-03-04T07:52:08Z Prerelease: no Release notes: 新特性 - 增加C++ Serving 和 Pipeline Serving编译环境检查 #1584 - C++ Serving 支持修改log日志生成路径 #1592 - 使用TRT时，新增动态shape配置功能和示例 #1590 - 新增Python Pipeline Serving 普罗米修斯监控 #1586 - 新增C++ Serving 普罗米修斯监控 #1568 #1576 #1577 - 支持异构硬件，包括：x86+DCU、ARM+ascend310、ARM+ascend910 #1544 - 支持Python39 性能优化 - C++ Serving增加请求结果缓存功能，相同的请求直接返回 #1585, #1588 功能增强 - 更便捷的C++串联多模型方式 #1546 - dockerfile升级，新增centos dockerfile #1618 #1594 - 新增Pipeline Serving bf16低精度支持 #1594 #1554 文档和示例变更 - 新增pp-shitu示例 #1572 - 新增PaddleNLP示例 #1609 - 新增环境检查文档 #1643 - 新增动态TRT使用文档 #1643 - 新增异构硬件使用文档 #1641,#1654 - 新增请求缓存Cache使用说明文档 #1641, #1588 Bug修复 - 修复异步框架下内存泄露问题 #1589 - 修复Pipeline Serving中输入为list[str]的情况 #1598 For English: New features - Add C++ serving and pipeline serving compilation environment check #1584 - C++ serving supports modifying the log generation path #1592 - When using TRT, new dynamic shape configuration functions and examples are added #1590 - Add Python pipeline serving Prometheus monitoring #1586 - Add C++ serving Prometheus monitoring #1568 #1576 #1577 - Support heterogeneous hardware, including x86 +..."}],"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"}]}