{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/FastDeploy 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/15c5478e-b8a7-4243-a1af-63db250963dc","json_url":"https://onlylabs.fyi/signals/15c5478e-b8a7-4243-a1af-63db250963dc/signal.json","generated_at":"2026-06-11T03:45:02.368281+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/15c5478e-b8a7-4243-a1af-63db250963dc","signal_json":"https://onlylabs.fyi/signals/15c5478e-b8a7-4243-a1af-63db250963dc/signal.json","source":"https://github.com/PaddlePaddle/FastDeploy/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/FastDeploy v2.5.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release, no significant traction noted. · v2.5.0 Repository: PaddlePaddle/FastDeploy Tag: v2.5.0 Published: 2026-04-09T06:26:05Z Prerelease: no Release notes: FastDeploy Release 2.5 Release Note 新增功能 新模型支持 *.... 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/v2.5.0","source_host":"github.com","occurred_at":"2026-04-09T06:26:05+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":"v2.5.0","source":"source"},{"label":"Notability","value":"Routine minor release, no significant traction noted.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"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/v2.5.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:02.368281+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/15c5478e-b8a7-4243-a1af-63db250963dc/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/15c5478e-b8a7-4243-a1af-63db250963dc/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/FastDeploy/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/FastDeploy v2.5.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.5.0","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.5.0."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.5.0 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.5.0 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.5.0 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.5.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/FastDeploy v2.5.0 has captured page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/FastDeploy v2.5.0 has readable page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/FastDeploy v2.5.0 has related signal count 6."},{"subject":"PaddlePaddle/FastDeploy 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/FastDeploy 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/FastDeploy v2.5.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.5.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/FastDeploy v2.5.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/FastDeploy v2.5.0 has signal desk releases."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.5.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has repository","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.5.0 has repository PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has release","object":"v2.5.0","text":"PaddlePaddle/FastDeploy v2.5.0 has release v2.5.0."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has notability","object":"Routine minor release, no significant traction noted.","text":"PaddlePaddle/FastDeploy v2.5.0 has notability Routine minor release, no significant traction noted.."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/FastDeploy v2.5.0 has watch term Eval methodology."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has watch term","object":"Model card","text":"PaddlePaddle/FastDeploy v2.5.0 has watch term Model card."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/FastDeploy v2.5.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release, no significant traction noted. · v2.5.0 Repository: PaddlePaddle/FastDeploy Tag: v2.5.0 Published: 2026-04-09T06:26:05Z Prerelease: no Release notes: FastDeploy Release 2.5 Release Note 新增功能 新模型支持 *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.5.0","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.5.0."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.5.0 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.5.0 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.5.0 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.5.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"15c5478e-b8a7-4243-a1af-63db250963dc","url":"https://onlylabs.fyi/signals/15c5478e-b8a7-4243-a1af-63db250963dc","json_url":"https://onlylabs.fyi/signals/15c5478e-b8a7-4243-a1af-63db250963dc/signal.json","source_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.5.0","title":"PaddlePaddle/FastDeploy v2.5.0","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":"2026-04-09T06:26:05+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/v2.5.0"]},"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/v2.5.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.5.0","title":"PaddlePaddle/FastDeploy v2.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.368281+00:00","bytes":134603,"raw_path":"3c0d5e1095ebad219cb40c23c5b5b44dbe333874675217cca9ee543c3d16881b.json","content_hash":"941f7faa5bded6551de12b3fda2ed4d69d66dc4559a766e0e9a62cc61b00d6c9","excerpt_chars":1200,"truncated":true,"excerpt":"v2.5.0 Repository: PaddlePaddle/FastDeploy Tag: v2.5.0 Published: 2026-04-09T06:26:05Z Prerelease: no Release notes: FastDeploy Release 2.5 Release Note 新增功能 新模型支持 * 新增Qwen3-VL模型部署支持 #5763 * 新增Qwen3-VL MoE模型部署支持 #5913 * 新增Qwen3-VL和Qwen3-VL MoE CUDA Graph支持 #5962 * 新增GLM模型TP+DP+EP支持 #6317 新量化方法支持 * 新增W4AFP8量化方法支持(v1_loader和v0_loader，支持TP>1) #5757 * 新增NVFP4 MoE在SM100上的支持 #6003 * 新增FusedMoE在Blackwell上的支持 #5325 * 新增统一量化算子 #5991 * 新增FP8量化环境变量FD_USE_PHI_FP8_QUANT支持 #6320 * 新增Weight Only量化方法对QKVGate_proj的支持 #6669 PD分离相关功能 * 新增多模态模型P/D分离支持 #5323 * 新增PD分离部署配置简化和端口管理重构 #5415 * 新增PD分离支持动态C8 IPC #5750 * 新增PD分离RDMA动态C8支持 #5788 CUDA Graph相关功能 * 新增Qwen3-VL和Qwen3-VL MoE CUDA Graph支持 #5962 * 新增reorder ids以分离prefill和decode请求的支持 #5779 * 新增full_cuda_graph控制子图切分 #6027 * 新增max_capture_shape_prefill和cudagraph_capture_sizes_prefill配置 #6148 * 支持CUDAGraph用于P/PD混合Batch，采用SOT子图切分模式 #6196 * Cuda graph模式下跳过ATTN padding部分计算 #5985 RL训练相关功能 * 新增Rollout Routing Replay支持 #5405 * 新增V1 update/clear API for RL支持 #6974 * 新增Thinking Pattern框架优化 #4302 * 新增限制thinking内容长度的CUDA算子统一，支持回复长度限制与注入序列 #6511 * R3支持RDMA Store #5467 * 支持通过load_weights函数加载权重 #5549 * 新增pause、update_weights、resume异步RL接口 #6052 * 支持GLM MTP RL Model #6223..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.5.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.5.0","title":"PaddlePaddle/FastDeploy v2.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:02.368281+00:00","bytes":134603,"raw_path":"3c0d5e1095ebad219cb40c23c5b5b44dbe333874675217cca9ee543c3d16881b.json","content_hash":"941f7faa5bded6551de12b3fda2ed4d69d66dc4559a766e0e9a62cc61b00d6c9","excerpt_chars":1200,"truncated":true,"excerpt":"v2.5.0 Repository: PaddlePaddle/FastDeploy Tag: v2.5.0 Published: 2026-04-09T06:26:05Z Prerelease: no Release notes: FastDeploy Release 2.5 Release Note 新增功能 新模型支持 * 新增Qwen3-VL模型部署支持 #5763 * 新增Qwen3-VL MoE模型部署支持 #5913 * 新增Qwen3-VL和Qwen3-VL MoE CUDA Graph支持 #5962 * 新增GLM模型TP+DP+EP支持 #6317 新量化方法支持 * 新增W4AFP8量化方法支持(v1_loader和v0_loader，支持TP>1) #5757 * 新增NVFP4 MoE在SM100上的支持 #6003 * 新增FusedMoE在Blackwell上的支持 #5325 * 新增统一量化算子 #5991 * 新增FP8量化环境变量FD_USE_PHI_FP8_QUANT支持 #6320 * 新增Weight Only量化方法对QKVGate_proj的支持 #6669 PD分离相关功能 * 新增多模态模型P/D分离支持 #5323 * 新增PD分离部署配置简化和端口管理重构 #5415 * 新增PD分离支持动态C8 IPC #5750 * 新增PD分离RDMA动态C8支持 #5788 CUDA Graph相关功能 * 新增Qwen3-VL和Qwen3-VL MoE CUDA Graph支持 #5962 * 新增reorder ids以分离prefill和decode请求的支持 #5779 * 新增full_cuda_graph控制子图切分 #6027 * 新增max_capture_shape_prefill和cudagraph_capture_sizes_prefill配置 #6148 * 支持CUDAGraph用于P/PD混合Batch，采用SOT子图切分模式 #6196 * Cuda graph模式下跳过ATTN padding部分计算 #5985 RL训练相关功能 * 新增Rollout Routing Replay支持 #5405 * 新增V1 update/clear API for RL支持 #6974 * 新增Thinking Pattern框架优化 #4302 * 新增限制thinking内容长度的CUDA算子统一，支持回复长度限制与注入序列 #6511 * R3支持RDMA Store #5467 * 支持通过load_weights函数加载权重 #5549 * 新增pause、update_weights、resume异步RL接口 #6052 * 支持GLM MTP RL Model #6223..."}],"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"}]}