{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/FastDeploy v2.2.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993","json_url":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993/signal.json","generated_at":"2026-06-11T03:45:04.095475+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/fb739e94-10b0-4f16-b1da-08d111031993","signal_json":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993/signal.json","source":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","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 v2.2.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable deployment toolkit update from Baidu · v2.2.0 Repository: PaddlePaddle/FastDeploy Tag: v2.2.0 Published: 2025-09-08T16:17:00Z Prerelease: no Release notes: 新增功能 - 采样策略中的bad_words支持传入token ids -.... 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/v2.2.0","source_host":"github.com","occurred_at":"2025-09-08T16:17:00+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":"v2.2.0","source":"source"},{"label":"Notability","value":"Notable deployment toolkit update from Baidu","source":"signal"},{"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/v2.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:04.095475+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993/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/fb739e94-10b0-4f16-b1da-08d111031993/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","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 v2.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.2.0."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.0 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.2.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/FastDeploy v2.2.0 has captured page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/FastDeploy v2.2.0 has readable page count 1."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/FastDeploy v2.2.0 has related signal count 6."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","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 v2.2.0 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 v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/FastDeploy v2.2.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/FastDeploy v2.2.0 has signal desk releases."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/FastDeploy v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has repository","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.0 has repository PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has release","object":"v2.2.0","text":"PaddlePaddle/FastDeploy v2.2.0 has release v2.2.0."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has notability","object":"Notable deployment toolkit update from Baidu","text":"PaddlePaddle/FastDeploy v2.2.0 has notability Notable deployment toolkit update from Baidu."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has watch term","object":"Model card","text":"PaddlePaddle/FastDeploy v2.2.0 has watch term Model card."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/FastDeploy v2.2.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/FastDeploy v2.2.0 (PaddlePaddle/FastDeploy). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable deployment toolkit update from Baidu · v2.2.0 Repository: PaddlePaddle/FastDeploy Tag: v2.2.0 Published: 2025-09-08T16:17:00Z Prerelease: no Release notes: 新增功能 - 采样策略中的bad_words支持传入token ids -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/FastDeploy v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/FastDeploy v2.2.0."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/FastDeploy v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/FastDeploy v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has context","object":"PaddlePaddle/FastDeploy","text":"PaddlePaddle/FastDeploy v2.2.0 has context PaddlePaddle/FastDeploy."},{"subject":"PaddlePaddle/FastDeploy v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/FastDeploy v2.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fb739e94-10b0-4f16-b1da-08d111031993","url":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993","json_url":"https://onlylabs.fyi/signals/fb739e94-10b0-4f16-b1da-08d111031993/signal.json","source_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","title":"PaddlePaddle/FastDeploy v2.2.0","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":"2025-09-08T16:17:00+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/v2.2.0"]},"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/v2.2.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","title":"PaddlePaddle/FastDeploy v2.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:04.095475+00:00","bytes":48045,"raw_path":"59c820bd93180a44a792a5d84acd7ddf2fba63b356439c6b2b1d32ec2539d550.json","content_hash":"841299738810df186c41f4c2d897c9ce1b901356791f9f6601dd65167cea607a","excerpt_chars":1200,"truncated":true,"excerpt":"v2.2.0 Repository: PaddlePaddle/FastDeploy Tag: v2.2.0 Published: 2025-09-08T16:17:00Z Prerelease: no Release notes: 新增功能 - 采样策略中的bad_words支持传入token ids - 新增Qwen2.5-VL系列模型支持(视频请求不支持enable-chunked-prefill) - API-Server completions接口prompt 字段支持传入token id列表，同时支持批量推理 - 新增function call解析功能，支持通过```tool-call-parse```解析function call结果 - 支持服务启动或请求中自定义chat_template - 支持模型chat_template.jinja文件的加载 - 请求报错结果增加异常堆栈信息，完善异常log记录 - 新增混合MTP、Ngram的投机解码方法 - 支持用于投机解码的Tree Attention功能 - 模型加载功能增强，实现了使用迭代器加载模型权重，加载速度和内存占用进一步优化 - API-Server完善日志格式，增加时间信息 - 新增插件机制，允许用户在不修改FastDeploy核心代码的前提下扩展自定义功能 - 支持Marlin kernel文件在编译阶段按照模版配置自动生成 - 支持加载 HuggingFace原生Safetensors格式的文心、Qwen系列模型 - 完善DP+TP+EP混合并行推理 性能优化 - 新增W4Afp8 MoE Group GEMM算子 - CUDA Graph增加对超32K长文的支持 - 优化moe_topk_select算子性能，提升MoE模型性能 - 新增Machete WINT4 GEMM算子，优化WINT4 GEMM性能，通过FD_USE_MACHETE=1开启 - Chunked prefill 默认开启 - V1 KVCache调度策略与上下文缓存默认开启 - MTP支持更多草稿token推理，提升多步接受率 - 新增可插拔轻量化稀疏注意力加速长文推理 - 针对Decode支持自适应双阶段的All-to-All通信，提升通信速度 - 支持DeepSeek系列模型MLA Bankend encoder阶段启用Flash-Attrntion-V3 - 支持DeepSeek系列模型q_a_proj & kv_a_proj_with_mqa linear横向融合 - API-Server新增zmq dealer 模式通信管理模块，支持连接复用进一步扩展服务可支持的最大并发数 Bug修复 - completion接口echo回显支持 - 修复 V1调度下上下文缓存的管理 bug - 修复..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","final_url":"https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.2.0","title":"PaddlePaddle/FastDeploy v2.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:04.095475+00:00","bytes":48045,"raw_path":"59c820bd93180a44a792a5d84acd7ddf2fba63b356439c6b2b1d32ec2539d550.json","content_hash":"841299738810df186c41f4c2d897c9ce1b901356791f9f6601dd65167cea607a","excerpt_chars":1200,"truncated":true,"excerpt":"v2.2.0 Repository: PaddlePaddle/FastDeploy Tag: v2.2.0 Published: 2025-09-08T16:17:00Z Prerelease: no Release notes: 新增功能 - 采样策略中的bad_words支持传入token ids - 新增Qwen2.5-VL系列模型支持(视频请求不支持enable-chunked-prefill) - API-Server completions接口prompt 字段支持传入token id列表，同时支持批量推理 - 新增function call解析功能，支持通过```tool-call-parse```解析function call结果 - 支持服务启动或请求中自定义chat_template - 支持模型chat_template.jinja文件的加载 - 请求报错结果增加异常堆栈信息，完善异常log记录 - 新增混合MTP、Ngram的投机解码方法 - 支持用于投机解码的Tree Attention功能 - 模型加载功能增强，实现了使用迭代器加载模型权重，加载速度和内存占用进一步优化 - API-Server完善日志格式，增加时间信息 - 新增插件机制，允许用户在不修改FastDeploy核心代码的前提下扩展自定义功能 - 支持Marlin kernel文件在编译阶段按照模版配置自动生成 - 支持加载 HuggingFace原生Safetensors格式的文心、Qwen系列模型 - 完善DP+TP+EP混合并行推理 性能优化 - 新增W4Afp8 MoE Group GEMM算子 - CUDA Graph增加对超32K长文的支持 - 优化moe_topk_select算子性能，提升MoE模型性能 - 新增Machete WINT4 GEMM算子，优化WINT4 GEMM性能，通过FD_USE_MACHETE=1开启 - Chunked prefill 默认开启 - V1 KVCache调度策略与上下文缓存默认开启 - MTP支持更多草稿token推理，提升多步接受率 - 新增可插拔轻量化稀疏注意力加速长文推理 - 针对Decode支持自适应双阶段的All-to-All通信，提升通信速度 - 支持DeepSeek系列模型MLA Bankend encoder阶段启用Flash-Attrntion-V3 - 支持DeepSeek系列模型q_a_proj & kv_a_proj_with_mqa linear横向融合 - API-Server新增zmq dealer 模式通信管理模块，支持连接复用进一步扩展服务可支持的最大并发数 Bug修复 - completion接口echo回显支持 - 修复 V1调度下上下文缓存的管理 bug - 修复..."}],"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"}]}