{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/FastDeploy v2.4.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4","json_url":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4/signal.json","generated_at":"2026-06-11T03:45:02.690221+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/480e31cc-47c6-492c-ab44-e667fd19b2b4","signal_json":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4/signal.json","source":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","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/FastDeploy v2.4.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable deployment tool update · v2.4.0 Repository: PaddlePaddle/FastDeploy Tag: v2.4.0 Published: 2026-01-23T02:20:55Z Prerelease: no Release notes: 核心推理能力与模型支持增强 * 支持文本 `prompt_logprob` 及全量 `logprob`.... 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/v2.4.0","source_host":"github.com","occurred_at":"2026-01-23T02:20:55+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":"v2.4.0","source":"source"},{"label":"Notability","value":"Notable deployment tool update","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/FastDeploy/releases/tag/v2.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:02.690221+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4/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/480e31cc-47c6-492c-ab44-e667fd19b2b4/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","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/FastDeploy v2.4.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.4.0","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.4.0."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.4.0 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.4.0 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.4.0 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.4.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/FastDeploy v2.4.0 has captured page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/FastDeploy v2.4.0 has readable page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/FastDeploy v2.4.0 has related signal count 6."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","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/FastDeploy v2.4.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.4.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/FastDeploy v2.4.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/FastDeploy v2.4.0 has signal desk releases."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.4.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has repository","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.4.0 has repository PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has release","object":"v2.4.0","text":"PaddlePaddle/FastDeploy v2.4.0 has release v2.4.0."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has notability","object":"Notable deployment tool update","text":"PaddlePaddle/FastDeploy v2.4.0 has notability Notable deployment tool update."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/FastDeploy v2.4.0 has watch term Eval methodology."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/FastDeploy v2.4.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/FastDeploy v2.4.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. 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PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"480e31cc-47c6-492c-ab44-e667fd19b2b4","url":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4","json_url":"https://onlylabs.fyi/signals/480e31cc-47c6-492c-ab44-e667fd19b2b4/signal.json","source_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","title":"PaddlePaddle/FastDeploy v2.4.0","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":"2026-01-23T02:20:55+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/v2.4.0"]},"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/v2.4.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","title":"PaddlePaddle/FastDeploy 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**Ernie-4.5-VL-28B-A3B-Thinking** 的 `reasoning_parser`，兼容 `- / _` 命名规则 #4571 #4668 * 支持通过 `chat_template_kwargs.options.thinking_mode` 控制思考开关 * 支持多模模型传入 `prompt_token_ids` 请求，并通过 `messages` 输入多模数据，实现 tokens-in / tokens-out 能力 并行架构、调度与 MoE 能力演进 * GLM / Qwen 模型消除 EP 空跑时的通信开销 #5254 * 支持 MoE 分 chunk 执行 #4575 * 支持 EPLB（Expert Load Balancing）#4782 * 支持 EPLB 重排与冗余专家策略 #5142 #5143 #5178 #5239 #5918 * 支持路由重放机制 * PD 分离支持 Deepseek V3 模型 EP 并行部署 #5251 * PD 分离支持 Qwen3-MoE 模型 EP 并行部署 #4691 * PD 分离支持 Prefill 与 Decode 使用不同 TP Size #5296 * 新增 Python 版本 Router，支持集中式与分离式部署调度 #4709 * 支持多步 MTP +..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0","title":"PaddlePaddle/FastDeploy 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(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 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(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"}]}