{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFormers v0.4.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4","json_url":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4/signal.json","generated_at":"2026-06-11T03:45:02.665401+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/05922286-2936-4db0-b76d-f95d8e485dc4","signal_json":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4/signal.json","source":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","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 v0.4.0 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update from Baidu · PaddleFormers v0.4 Repository: PaddlePaddle/PaddleFormers Tag: v0.4.0 Published: 2026-01-21T08:00:45Z Prerelease: no Release notes: PaddleFormers 0.4 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/v0.4.0","source_host":"github.com","occurred_at":"2026-01-21T08:00:45+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 v0.4","source":"source"},{"label":"Notability","value":"Minor version update from Baidu","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/v0.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:02.665401+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4/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/05922286-2936-4db0-b76d-f95d8e485dc4/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","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 v0.4.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFormers v0.4.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers v0.4.0."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers v0.4.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers v0.4.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v0.4.0 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers v0.4.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFormers v0.4.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFormers v0.4.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFormers v0.4.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","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 v0.4.0 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 v0.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers v0.4.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFormers v0.4.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFormers v0.4.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFormers v0.4.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has repository","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v0.4.0 has repository PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has release","object":"PaddleFormers v0.4","text":"PaddlePaddle/PaddleFormers v0.4.0 has release PaddleFormers v0.4."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has notability","object":"Minor version update from Baidu","text":"PaddlePaddle/PaddleFormers v0.4.0 has notability Minor version update from Baidu."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has watch term","object":"Model card","text":"PaddlePaddle/PaddleFormers v0.4.0 has watch term Model card."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleFormers v0.4.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFormers v0.4.0 (PaddlePaddle/PaddleFormers). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update from Baidu · PaddleFormers v0.4 Repository: PaddlePaddle/PaddleFormers Tag: v0.4.0 Published: 2026-01-21T08:00:45Z Prerelease: no Release notes: PaddleFormers 0.4 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 v0.4.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFormers v0.4.0."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFormers v0.4.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFormers v0.4.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has context","object":"PaddlePaddle/PaddleFormers","text":"PaddlePaddle/PaddleFormers v0.4.0 has context PaddlePaddle/PaddleFormers."},{"subject":"PaddlePaddle/PaddleFormers v0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFormers v0.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"05922286-2936-4db0-b76d-f95d8e485dc4","url":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4","json_url":"https://onlylabs.fyi/signals/05922286-2936-4db0-b76d-f95d8e485dc4/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","title":"PaddlePaddle/PaddleFormers v0.4.0","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":"2026-01-21T08:00:45+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/PaddleFormers/releases/tag/v0.4.0"]},"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/v0.4.0","final_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","title":"PaddlePaddle/PaddleFormers v0.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.665401+00:00","bytes":3627,"raw_path":"0480b8f8501e41f361913b9537fb2963d4753a64400e0801ff9fe75d17f7d9b5.json","content_hash":"4311e3a869c8f437900ea8b4af02430b93e83289c50fcc183a471c53387aa973","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleFormers v0.4 Repository: PaddlePaddle/PaddleFormers Tag: v0.4.0 Published: 2026-01-21T08:00:45Z Prerelease: no Release notes: PaddleFormers 0.4 is officially released! This release introduces several key features and improvements: ✨ New Features 1. Unified CLI Training Workflow PaddleFormers provides a streamlined training workflow through a unified CLI interface with YAML-based configuration. Users can launch a complete training pipeline with a single command, significantly reducing boilerplate code and accelerating iteration. It supports CPT, SFT, and DPO training paradigms, covering both full-parameter fine-tuning and LoRA-based fine-tuning. 2. New model support Added support for the following models: - [deepseek_v3](https://github.com/PaddlePaddle/PaddleFormers/tree/release/v0.4/paddleformers/transformers/deepseek_v3) - [llama](https://github.com/PaddlePaddle/PaddleFormers/tree/release/v0.4/paddleformers/transformers/llama) 3. FlexCheckpoint Enhancements FlexCheckpoint introduces initial support for Qwen3-MoE and GLM-4.5-MoE, enabling flexible loading and saving of Hugging Face–compatible model weights across diverse distributed training configurations. Model checkpoints..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","final_url":"https://github.com/PaddlePaddle/PaddleFormers/releases/tag/v0.4.0","title":"PaddlePaddle/PaddleFormers v0.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.665401+00:00","bytes":3627,"raw_path":"0480b8f8501e41f361913b9537fb2963d4753a64400e0801ff9fe75d17f7d9b5.json","content_hash":"4311e3a869c8f437900ea8b4af02430b93e83289c50fcc183a471c53387aa973","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleFormers v0.4 Repository: PaddlePaddle/PaddleFormers Tag: v0.4.0 Published: 2026-01-21T08:00:45Z Prerelease: no Release notes: PaddleFormers 0.4 is officially released! This release introduces several key features and improvements: ✨ New Features 1. Unified CLI Training Workflow PaddleFormers provides a streamlined training workflow through a unified CLI interface with YAML-based configuration. Users can launch a complete training pipeline with a single command, significantly reducing boilerplate code and accelerating iteration. It supports CPT, SFT, and DPO training paradigms, covering both full-parameter fine-tuning and LoRA-based fine-tuning. 2. New model support Added support for the following models: - [deepseek_v3](https://github.com/PaddlePaddle/PaddleFormers/tree/release/v0.4/paddleformers/transformers/deepseek_v3) - [llama](https://github.com/PaddlePaddle/PaddleFormers/tree/release/v0.4/paddleformers/transformers/llama) 3. FlexCheckpoint Enhancements FlexCheckpoint introduces initial support for Qwen3-MoE and GLM-4.5-MoE, enabling flexible loading and saving of Hugging Face–compatible model weights across diverse distributed training configurations. Model checkpoints..."}],"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"}]}