{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/VisualDL v2.5.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557","json_url":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557/signal.json","generated_at":"2026-06-11T03:45:13.712717+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/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557","signal_json":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557/signal.json","source":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","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/VisualDL v2.5.0 (PaddlePaddle/VisualDL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.5.0 Repository: PaddlePaddle/VisualDL Tag: v2.5.0 Published: 2023-01-17T11:47:28Z Prerelease: no Release notes: **ZH** - 功能新增 - 增加X2Paddle模型转换组件，提供onnx模型到paddle的一键转换.... 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/VisualDL/releases/tag/v2.5.0","source_host":"github.com","occurred_at":"2023-01-17T11:47:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/VisualDL"},"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/VisualDL","source":"source"},{"label":"Release","value":"v2.5.0","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/VisualDL/releases/tag/v2.5.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:13.712717+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557/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/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","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/VisualDL v2.5.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/VisualDL v2.5.0","text":"Baidu (ERNIE) released PaddlePaddle/VisualDL v2.5.0."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/VisualDL v2.5.0 is classified as release signal."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/VisualDL v2.5.0 belongs to releases desk."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has context","object":"PaddlePaddle/VisualDL","text":"PaddlePaddle/VisualDL v2.5.0 has context PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VisualDL v2.5.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/VisualDL v2.5.0 has captured page count 1."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/VisualDL v2.5.0 has readable page count 1."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/VisualDL v2.5.0 has related signal count 6."},{"subject":"PaddlePaddle/VisualDL v2.5.0","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/VisualDL v2.5.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VisualDL v2.5.0 has source host github.com."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/VisualDL v2.5.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/VisualDL v2.5.0 has signal desk releases."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VisualDL v2.5.0 has source host github.com."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has repository","object":"PaddlePaddle/VisualDL","text":"PaddlePaddle/VisualDL v2.5.0 has repository PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has release","object":"v2.5.0","text":"PaddlePaddle/VisualDL v2.5.0 has release v2.5.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/VisualDL v2.5.0 (PaddlePaddle/VisualDL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.5.0 Repository: PaddlePaddle/VisualDL Tag: v2.5.0 Published: 2023-01-17T11:47:28Z Prerelease: no Release notes: **ZH** - 功能新增 - 增加X2Paddle模型转换组件，提供onnx模型到paddle的一键转换.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/VisualDL v2.5.0","text":"Baidu (ERNIE) released PaddlePaddle/VisualDL v2.5.0."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/VisualDL v2.5.0 is classified as release signal."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/VisualDL v2.5.0 belongs to releases desk."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has context","object":"PaddlePaddle/VisualDL","text":"PaddlePaddle/VisualDL v2.5.0 has context PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v2.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VisualDL v2.5.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e4ec43b4-59fd-4cf9-b88e-2a8e47f49557","url":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557","json_url":"https://onlylabs.fyi/signals/e4ec43b4-59fd-4cf9-b88e-2a8e47f49557/signal.json","source_url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","title":"PaddlePaddle/VisualDL v2.5.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/VisualDL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-01-17T11:47:28+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/VisualDL/releases/tag/v2.5.0"]},"facets":{"repo":"PaddlePaddle/VisualDL"},"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/VisualDL/releases/tag/v2.5.0","final_url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","title":"PaddlePaddle/VisualDL v2.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:13.712717+00:00","bytes":7421,"raw_path":"dfddebbcf763cea7d9d9ac61d44a642059bfff5b8daf49273ac6e2292da6dbb8.json","content_hash":"a63c54df3a9b8e77a3efd2a108f9273403428bd2885cfd74b14775d98b9fa85c","excerpt_chars":1200,"truncated":true,"excerpt":"v2.5.0 Repository: PaddlePaddle/VisualDL Tag: v2.5.0 Published: 2023-01-17T11:47:28Z Prerelease: no Release notes: **ZH** - 功能新增 - 增加X2Paddle模型转换组件，提供onnx模型到paddle的一键转换 ([#1148](https://github.com/PaddlePaddle/VisualDL/pull/1148) [#1153](https://github.com/PaddlePaddle/VisualDL/pull/1153) [#1160](https://github.com/PaddlePaddle/VisualDL/pull/1160) [#1170](https://github.com/PaddlePaddle/VisualDL/pull/1170))

- 增加FastDeployServer组件，支持FastDeploy的serving可视化部署 ([#1169](https://github.com/PaddlePaddle/VisualDL/pull/1169) [#1198](https://github.com/PaddlePaddle/VisualDL/pull/1198) [#1199](https://github.com/PaddlePaddle/VisualDL/pull/1199) [#1202](https://github.com/PaddlePaddle/VisualDL/pull/1202))

- 增加FastDeployClient组件，支持对fastdeployserver服务进行可视化访问 ([#1169](https://github.com/PaddlePaddle/VisualDL/pull/1169) [#1197](https://github.com/PaddlePaddle/VisualDL/pull/1197))

..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","final_url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v2.5.0","title":"PaddlePaddle/VisualDL v2.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:13.712717+00:00","bytes":7421,"raw_path":"dfddebbcf763cea7d9d9ac61d44a642059bfff5b8daf49273ac6e2292da6dbb8.json","content_hash":"a63c54df3a9b8e77a3efd2a108f9273403428bd2885cfd74b14775d98b9fa85c","excerpt_chars":1200,"truncated":true,"excerpt":"v2.5.0 Repository: PaddlePaddle/VisualDL Tag: v2.5.0 Published: 2023-01-17T11:47:28Z Prerelease: no Release notes: **ZH** - 功能新增 - 增加X2Paddle模型转换组件，提供onnx模型到paddle的一键转换 ([#1148](https://github.com/PaddlePaddle/VisualDL/pull/1148) [#1153](https://github.com/PaddlePaddle/VisualDL/pull/1153) [#1160](https://github.com/PaddlePaddle/VisualDL/pull/1160) [#1170](https://github.com/PaddlePaddle/VisualDL/pull/1170))

- 增加FastDeployServer组件，支持FastDeploy的serving可视化部署 ([#1169](https://github.com/PaddlePaddle/VisualDL/pull/1169) [#1198](https://github.com/PaddlePaddle/VisualDL/pull/1198) [#1199](https://github.com/PaddlePaddle/VisualDL/pull/1199) [#1202](https://github.com/PaddlePaddle/VisualDL/pull/1202))

- 增加FastDeployClient组件，支持对fastdeployserver服务进行可视化访问 ([#1169](https://github.com/PaddlePaddle/VisualDL/pull/1169) [#1197](https://github.com/PaddlePaddle/VisualDL/pull/1197))

..."}],"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"}]}