{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Serving v0.6.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f","json_url":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f/signal.json","generated_at":"2026-06-11T03:45:52.945551+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/921f6de4-6ae6-47fb-be23-61adde24fe5f","signal_json":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f/signal.json","source":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","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/Serving v0.6.0 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.6.0 Repository: PaddlePaddle/Serving Tag: v0.6.0 Published: 2021-05-19T09:56:45Z Prerelease: no Release notes: Paddle Serving v0.6.0 Release note: - 新特性： -.... 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/v0.6.0","source_host":"github.com","occurred_at":"2021-05-19T09:56:45+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 v0.6.0","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/PaddlePaddle/Serving/releases/tag/v0.6.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:52.945551+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f/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/921f6de4-6ae6-47fb-be23-61adde24fe5f/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","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/Serving v0.6.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.6.0","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.6.0."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.6.0 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.6.0 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.6.0 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.6.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Serving v0.6.0 has captured page count 1."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Serving v0.6.0 has readable page count 1."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Serving v0.6.0 has related signal count 6."},{"subject":"PaddlePaddle/Serving v0.6.0","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/Serving v0.6.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.6.0 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Serving v0.6.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Serving v0.6.0 has signal desk releases."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Serving v0.6.0 has source host github.com."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has repository","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.6.0 has repository PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has release","object":"Release v0.6.0","text":"PaddlePaddle/Serving v0.6.0 has release Release v0.6.0."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/Serving v0.6.0 has watch term Eval methodology."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/Serving v0.6.0 has watch term Infrastructure."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has watch term","object":"Safety and alignment","text":"PaddlePaddle/Serving v0.6.0 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Serving v0.6.0 (PaddlePaddle/Serving). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release v0.6.0 Repository: PaddlePaddle/Serving Tag: v0.6.0 Published: 2021-05-19T09:56:45Z Prerelease: no Release notes: Paddle Serving v0.6.0 Release note: - 新特性： -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Serving v0.6.0","text":"Baidu (ERNIE) released PaddlePaddle/Serving v0.6.0."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Serving v0.6.0 is classified as release signal."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Serving v0.6.0 belongs to releases desk."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has context","object":"PaddlePaddle/Serving","text":"PaddlePaddle/Serving v0.6.0 has context PaddlePaddle/Serving."},{"subject":"PaddlePaddle/Serving v0.6.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Serving v0.6.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"921f6de4-6ae6-47fb-be23-61adde24fe5f","url":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f","json_url":"https://onlylabs.fyi/signals/921f6de4-6ae6-47fb-be23-61adde24fe5f/signal.json","source_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","title":"PaddlePaddle/Serving v0.6.0","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":"2021-05-19T09:56:45+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/v0.6.0"]},"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/v0.6.0","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","title":"PaddlePaddle/Serving v0.6.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:52.945551+00:00","bytes":10672,"raw_path":"48ec27ff2b42c7565a6bb92621ac37dd8ccf3c0598e14f84cbdae64d8dd93b39.json","content_hash":"85cd441e1c6cf5d6099931a1153fa765d0712c1ac3fef951173dcc23fe3b9dcb","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.6.0 Repository: PaddlePaddle/Serving Tag: v0.6.0 Published: 2021-05-19T09:56:45Z Prerelease: no Release notes: Paddle Serving v0.6.0 Release note: - 新特性： - 集成Paddle 2.1 inference, #1221 - 支持fp16和int8的低精度推理, #1130, #1236 - 通过Kubernetes部署Serving服务, #1139, #1184, #1193 - 新增安全网关与Serving协同部署, #1235 - 支持X86 + XPU环境部署Serving, #1080 - 功能增强： - Python合并paddle_serving_server和paddle_serving_server_gpu成统一服务, #1082 - Pipeline增加mini-batch推理, #1186 - Pipeline支持日志切割, #1238 - Pipeline优化数据传入eval处理，增加channel的跟踪日志, #1209 - C++ Serving重构预测库调用方法，#1080 - C++ Serving支持多模型线性组合，#1124 - C++ Serving资源管理与优化, #1143 - C++ Serving接口增加String类型输入, #1124 - C++ Serving优化数据组装方法，使用memcpy替换循环拷贝, #1124 - C++ Serving编译选型增加GDB开关, #1124 - 增加Benchmark脚本，更新GPU benchmark数据, #1197, #1175 - 文档升级： - 新增 doc/PADDLE_SERVING_ON_KUBERNETES.md - 新增 doc/LOD.md - 新增 doc/LOD_CN.md - 新增 doc/PROCESS_DATA.md - 修改 doc/PIPELINE_SERVING.md - 修改 doc/PIPELINE_SERVING_CN.md - 修改 doc/CREATING.md - 修改 doc/SAVE.md - 修改 doc/SAVE_CN.md - 修改 doc/TENSOR_RT.md - 修改 doc/TENSOR_RT_CN.md - 修改 doc/MULTI_SERVICE_ON_ONE_GPU_CN.md - 修改 doc/ENCRYPTION.md - 修改 doc/ENCRYPTION_CN.md - 修改 doc/DESIGN_DOC.md - 修改 doc/DESIGN_DOC_CN.md - 修改..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","final_url":"https://github.com/PaddlePaddle/Serving/releases/tag/v0.6.0","title":"PaddlePaddle/Serving v0.6.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:52.945551+00:00","bytes":10672,"raw_path":"48ec27ff2b42c7565a6bb92621ac37dd8ccf3c0598e14f84cbdae64d8dd93b39.json","content_hash":"85cd441e1c6cf5d6099931a1153fa765d0712c1ac3fef951173dcc23fe3b9dcb","excerpt_chars":1200,"truncated":true,"excerpt":"Release v0.6.0 Repository: PaddlePaddle/Serving Tag: v0.6.0 Published: 2021-05-19T09:56:45Z Prerelease: no Release notes: Paddle Serving v0.6.0 Release note: - 新特性： - 集成Paddle 2.1 inference, #1221 - 支持fp16和int8的低精度推理, #1130, #1236 - 通过Kubernetes部署Serving服务, #1139, #1184, #1193 - 新增安全网关与Serving协同部署, #1235 - 支持X86 + XPU环境部署Serving, #1080 - 功能增强： - Python合并paddle_serving_server和paddle_serving_server_gpu成统一服务, #1082 - Pipeline增加mini-batch推理, #1186 - Pipeline支持日志切割, #1238 - Pipeline优化数据传入eval处理，增加channel的跟踪日志, #1209 - C++ Serving重构预测库调用方法，#1080 - C++ Serving支持多模型线性组合，#1124 - C++ Serving资源管理与优化, #1143 - C++ Serving接口增加String类型输入, #1124 - C++ Serving优化数据组装方法，使用memcpy替换循环拷贝, #1124 - C++ Serving编译选型增加GDB开关, #1124 - 增加Benchmark脚本，更新GPU benchmark数据, #1197, #1175 - 文档升级： - 新增 doc/PADDLE_SERVING_ON_KUBERNETES.md - 新增 doc/LOD.md - 新增 doc/LOD_CN.md - 新增 doc/PROCESS_DATA.md - 修改 doc/PIPELINE_SERVING.md - 修改 doc/PIPELINE_SERVING_CN.md - 修改 doc/CREATING.md - 修改 doc/SAVE.md - 修改 doc/SAVE_CN.md - 修改 doc/TENSOR_RT.md - 修改 doc/TENSOR_RT_CN.md - 修改 doc/MULTI_SERVICE_ON_ONE_GPU_CN.md - 修改 doc/ENCRYPTION.md - 修改 doc/ENCRYPTION_CN.md - 修改 doc/DESIGN_DOC.md - 修改 doc/DESIGN_DOC_CN.md - 修改..."}],"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"}]}