{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFormers 1.1.1","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0","json_url":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0/signal.json","generated_at":"2026-06-11T03:45:02.103979+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/ceb4e596-c387-41d7-b636-8098792fbec0","signal_json":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0/signal.json","source":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","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/PaddleFormers 1.1.1 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor update, no notable traction. · PaddleFormers v1.1 Repository: PaddlePaddle/PaddleFormers Tag: 1.1.1 Published: 2026-04-02T08:50:02Z Prerelease: no Release notes: PaddleFormers 1.1 is officially.... 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/PaddleFormers/releases/tag/1.1.1","source_host":"github.com","occurred_at":"2026-04-02T08:50:02+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleFormers"},"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/PaddleFormers","source":"source"},{"label":"Release","value":"PaddleFormers v1.1","source":"source"},{"label":"Notability","value":"Minor update, no notable traction.","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/PaddleFormers/releases/tag/1.1.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:02.103979+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0/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/ceb4e596-c387-41d7-b636-8098792fbec0/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","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/PaddleFormers 1.1.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFormers 1.1.1","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers 1.1.1."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers 1.1.1 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers 1.1.1 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers 1.1.1 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers 1.1.1 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFormers 1.1.1 has captured page count 1."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFormers 1.1.1 has readable page count 1."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFormers 1.1.1 has related signal count 6."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","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/PaddleFormers 1.1.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers 1.1.1 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFormers 1.1.1 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFormers 1.1.1 has signal desk releases."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers 1.1.1 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has repository","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers 1.1.1 has repository PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has release","object":"PaddleFormers v1.1","text":"PaddlePaddle/PaddleFormers 1.1.1 has release PaddleFormers v1.1."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has notability","object":"Minor update, no notable traction.","text":"PaddlePaddle/PaddleFormers 1.1.1 has notability Minor update, no notable traction.."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleFormers 1.1.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFormers 1.1.1 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor update, no notable traction. · PaddleFormers v1.1 Repository: PaddlePaddle/PaddleFormers Tag: 1.1.1 Published: 2026-04-02T08:50:02Z Prerelease: no Release notes: PaddleFormers 1.1 is officially.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFormers 1.1.1","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers 1.1.1."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers 1.1.1 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers 1.1.1 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers 1.1.1 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers 1.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers 1.1.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ceb4e596-c387-41d7-b636-8098792fbec0","url":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0","json_url":"https://onlylabs.fyi/signals/ceb4e596-c387-41d7-b636-8098792fbec0/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","title":"PaddlePaddle/PaddleFormers 1.1.1","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleFormers","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-02T08:50:02+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/PaddleFormers/releases/tag/1.1.1"]},"facets":{"repo":"PaddlePaddle/PaddleFormers"},"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/PaddleFormers/releases/tag/1.1.1","final_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","title":"PaddlePaddle/PaddleFormers 1.1.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.103979+00:00","bytes":3060,"raw_path":"e5dae0464442fbefacc97668a38d4eab92a5049a4cdf28ad3eb7f26772126a36.json","content_hash":"7efcf494e56e345bd511670f490502d1a66c12cc2fb5157db3283b7ae690fc1d","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleFormers v1.1 Repository: PaddlePaddle/PaddleFormers Tag: 1.1.1 Published: 2026-04-02T08:50:02Z Prerelease: no Release notes: PaddleFormers 1.1 is officially released! This release introduces several key features and improvements: ✨ New Features 1. Support multi-token prediction (MTP) training for GLM-4.5 We have added support for both single-step and multi-step MTP training for the GLM-4.5 model series. Leveraging the architectural advantages of MTP, developers can achieve significant improvements in inference efficiency. Additionally, for MTP module training scenarios, we have introduced a backbone network freezing toggle to flexibly meet the refined tuning requirements of various models. 2. Optimized VLM Model Performance We have carried out in-depth optimizations on vision-language models. The Qwen3-VL 30B-A3B model delivers a 48% performance gain over the previous release and outperforms Megatron-LM by 6%."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","final_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/1.1.1","title":"PaddlePaddle/PaddleFormers 1.1.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.103979+00:00","bytes":3060,"raw_path":"e5dae0464442fbefacc97668a38d4eab92a5049a4cdf28ad3eb7f26772126a36.json","content_hash":"7efcf494e56e345bd511670f490502d1a66c12cc2fb5157db3283b7ae690fc1d","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleFormers v1.1 Repository: PaddlePaddle/PaddleFormers Tag: 1.1.1 Published: 2026-04-02T08:50:02Z Prerelease: no Release notes: PaddleFormers 1.1 is officially released! This release introduces several key features and improvements: ✨ New Features 1. Support multi-token prediction (MTP) training for GLM-4.5 We have added support for both single-step and multi-step MTP training for the GLM-4.5 model series. Leveraging the architectural advantages of MTP, developers can achieve significant improvements in inference efficiency. Additionally, for MTP module training scenarios, we have introduced a backbone network freezing toggle to flexibly meet the refined tuning requirements of various models. 2. Optimized VLM Model Performance We have carried out in-depth optimizations on vision-language models. The Qwen3-VL 30B-A3B model delivers a 48% performance gain over the previous release and outperforms Megatron-LM by 6%."}],"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"}]}