{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFormers v1.0.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d","json_url":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d/signal.json","generated_at":"2026-06-11T03:45:02.586036+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/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d","signal_json":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d/signal.json","source":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v1.0.0","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/PaddleFormers v1.0.0 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New major version release, notable but not frontier. · PaddleFormers v1.0 Repository: PaddlePaddle/PaddleFormers Tag: v1.0.0 Published: 2026-01-21T08:38:13Z Prerelease: no Release notes: **PaddleFormers 1.0 marks a major.... 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/v1.0.0","source_host":"github.com","occurred_at":"2026-01-21T08:38:13+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 v1.0","source":"source"},{"label":"Notability","value":"New major version release, notable but not frontier.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/v1.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:02.586036+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d/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/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v1.0.0","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/PaddleFormers v1.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFormers v1.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers v1.0.0."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers v1.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers v1.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v1.0.0 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers v1.0.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFormers v1.0.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFormers v1.0.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFormers v1.0.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","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/PaddleFormers v1.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers v1.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFormers v1.0.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFormers v1.0.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers v1.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has repository","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v1.0.0 has repository PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has release","object":"PaddleFormers v1.0","text":"PaddlePaddle/PaddleFormers v1.0.0 has release PaddleFormers v1.0."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has notability","object":"New major version release, notable but not frontier.","text":"PaddlePaddle/PaddleFormers v1.0.0 has notability New major version release, notable but not frontier.."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has watch term","object":"Model card","text":"PaddlePaddle/PaddleFormers v1.0.0 has watch term Model card."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleFormers v1.0.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFormers v1.0.0 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New major version release, notable but not frontier. · PaddleFormers v1.0 Repository: PaddlePaddle/PaddleFormers Tag: v1.0.0 Published: 2026-01-21T08:38:13Z Prerelease: no Release notes: **PaddleFormers 1.0 marks a major.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFormers v1.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers v1.0.0."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers v1.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers v1.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v1.0.0 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers v1.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d","url":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d","json_url":"https://onlylabs.fyi/signals/b3c94dab-e7bd-436c-ae0d-8c7cf5ec198d/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v1.0.0","title":"PaddlePaddle/PaddleFormers v1.0.0","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":"2026-01-21T08:38:13+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/v1.0.0"]},"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/v1.0.0","final_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v1.0.0","title":"PaddlePaddle/PaddleFormers v1.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.586036+00:00","bytes":5717,"raw_path":"549cc54d0042382e1c4dd96a4102aa2ce06b1dc6678260e2567ba69d2e9472ff.json","content_hash":"a5156dc209e1bd50284f3cb3b902b351e6223b92099498937b76e28fd7064adf","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleFormers v1.0 Repository: PaddlePaddle/PaddleFormers Tag: v1.0.0 Published: 2026-01-21T08:38:13Z Prerelease: no Release notes: **PaddleFormers 1.0 marks a major milestone release**, delivering a unified, high-performance training system with broader model coverage, VLM capabilities, and deep hardware ecosystem support. ✨ New Features 1. 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