{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/FastDeploy v2.2.1","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e61e76b3-a4de-420c-a646-e04639967433","json_url":"https://onlylabs.fyi/signals/e61e76b3-a4de-420c-a646-e04639967433/signal.json","generated_at":"2026-06-11T03:45:03.564375+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/e61e76b3-a4de-420c-a646-e04639967433","signal_json":"https://onlylabs.fyi/signals/e61e76b3-a4de-420c-a646-e04639967433/signal.json","source":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","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/FastDeploy v2.2.1 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of Baidu's deployment tool. · v2.2.1 Repository: PaddlePaddle/FastDeploy Tag: v2.2.1 Published: 2025-10-11T07:01:10Z Prerelease: no Release notes: 新增功能 - 新增在线权重更新支持开启Prefix Caching - 新增GLM 4.5.... 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/FastDeploy/releases/tag/v2.2.1","source_host":"github.com","occurred_at":"2025-10-11T07:01:10+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/FastDeploy"},"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/FastDeploy","source":"source"},{"label":"Release","value":"v2.2.1","source":"source"},{"label":"Notability","value":"Minor release of Baidu's deployment tool.","source":"signal"},{"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/e61e76b3-a4de-420c-a646-e04639967433/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","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/FastDeploy v2.2.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.2.1","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.2.1."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.2.1 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.2.1 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.1 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.2.1 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has captured page count","object":"1","text":"PaddlePaddle/FastDeploy v2.2.1 has captured page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has readable page count","object":"1","text":"PaddlePaddle/FastDeploy v2.2.1 has readable page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has related signal count","object":"6","text":"PaddlePaddle/FastDeploy v2.2.1 has related signal count 6."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","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/FastDeploy v2.2.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.2.1 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/FastDeploy v2.2.1 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/FastDeploy v2.2.1 has signal desk releases."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.2.1 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has repository","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.1 has repository PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has release","object":"v2.2.1","text":"PaddlePaddle/FastDeploy v2.2.1 has release v2.2.1."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has notability","object":"Minor release of Baidu's deployment tool.","text":"PaddlePaddle/FastDeploy v2.2.1 has notability Minor release of Baidu's deployment tool.."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/FastDeploy v2.2.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/FastDeploy v2.2.1 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of Baidu's deployment tool. · v2.2.1 Repository: PaddlePaddle/FastDeploy Tag: v2.2.1 Published: 2025-10-11T07:01:10Z Prerelease: no Release notes: 新增功能 - 新增在线权重更新支持开启Prefix Caching - 新增GLM 4.5.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.2.1","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.2.1."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.2.1 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.2.1 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.1 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.2.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e61e76b3-a4de-420c-a646-e04639967433","url":"https://onlylabs.fyi/signals/e61e76b3-a4de-420c-a646-e04639967433","json_url":"https://onlylabs.fyi/signals/e61e76b3-a4de-420c-a646-e04639967433/signal.json","source_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","title":"PaddlePaddle/FastDeploy v2.2.1","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/FastDeploy","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-10-11T07:01:10+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/FastDeploy/releases/tag/v2.2.1"]},"facets":{"repo":"PaddlePaddle/FastDeploy"},"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/FastDeploy/releases/tag/v2.2.1","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","title":"PaddlePaddle/FastDeploy v2.2.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:03.564375+00:00","bytes":6890,"raw_path":"fcc26d811608b8b68eca864d1a12f238f1debff3a942046e46ccbad21cfe4ed7.json","content_hash":"e6db2e5fc4a0cc9cd7680d3d41173019ff4259bfeadd7241df6c768f1054c75c","excerpt_chars":1200,"truncated":true,"excerpt":"v2.2.1 Repository: PaddlePaddle/FastDeploy Tag: v2.2.1 Published: 2025-10-11T07:01:10Z Prerelease: no Release notes: 新增功能 - 新增在线权重更新支持开启Prefix Caching - 新增GLM 4.5 Air模型部署支持 What's Changed * [docs] update best practice docs for release/2.2 by @zoooo0820 in https://github.com/PaddlePaddle/FastDeploy/pull/3970 * [Docs] release 2.2.0 by @ming1753 in https://github.com/PaddlePaddle/FastDeploy/pull/3991 * [docs] update readme by @yangjianfengo1 in https://github.com/PaddlePaddle/FastDeploy/pull/3996 * [Optimize]Error messages about Model api. by @AuferGachet in https://github.com/PaddlePaddle/FastDeploy/pull/3972 * [Cherry-Pick] get org_vocab_size from args by @zeroRains in https://github.com/PaddlePaddle/FastDeploy/pull/3984 * 【FIX】Change the name of sparse attn from moba to plas by @yangjianfengo1 in https://github.com/PaddlePaddle/FastDeploy/pull/4006 * Fix down projection weight shape in fused MOE layer by @yuanlehome in https://github.com/PaddlePaddle/FastDeploy/pull/4041 * [Fix] fix multi api server log dir by @ltd0924 in https://github.com/PaddlePaddle/FastDeploy/pull/3966 * Fixed the issue of metrics file conflicts between multiple instances … by @zhuangzhuang12 in..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.1","title":"PaddlePaddle/FastDeploy v2.2.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:03.564375+00:00","bytes":6890,"raw_path":"fcc26d811608b8b68eca864d1a12f238f1debff3a942046e46ccbad21cfe4ed7.json","content_hash":"e6db2e5fc4a0cc9cd7680d3d41173019ff4259bfeadd7241df6c768f1054c75c","excerpt_chars":1200,"truncated":true,"excerpt":"v2.2.1 Repository: PaddlePaddle/FastDeploy Tag: v2.2.1 Published: 2025-10-11T07:01:10Z Prerelease: no Release notes: 新增功能 - 新增在线权重更新支持开启Prefix Caching - 新增GLM 4.5 Air模型部署支持 What's Changed * [docs] update best practice docs for release/2.2 by @zoooo0820 in https://github.com/PaddlePaddle/FastDeploy/pull/3970 * [Docs] release 2.2.0 by @ming1753 in https://github.com/PaddlePaddle/FastDeploy/pull/3991 * [docs] update readme by @yangjianfengo1 in https://github.com/PaddlePaddle/FastDeploy/pull/3996 * [Optimize]Error messages about Model api. by @AuferGachet in https://github.com/PaddlePaddle/FastDeploy/pull/3972 * [Cherry-Pick] get org_vocab_size from args by @zeroRains in https://github.com/PaddlePaddle/FastDeploy/pull/3984 * 【FIX】Change the name of sparse attn from moba to plas by @yangjianfengo1 in https://github.com/PaddlePaddle/FastDeploy/pull/4006 * Fix down projection weight shape in fused MOE layer by @yuanlehome in https://github.com/PaddlePaddle/FastDeploy/pull/4041 * [Fix] fix multi api server log dir by @ltd0924 in https://github.com/PaddlePaddle/FastDeploy/pull/3966 * Fixed the issue of metrics file conflicts between multiple instances … by @zhuangzhuang12 in..."}],"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"}]}