{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleRec v1.8.5","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120","json_url":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120/signal.json","generated_at":"2026-06-11T03:45:54.365192+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/c024b9d2-f9bc-4072-b2fc-89ed142ee120","signal_json":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120/signal.json","source":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","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/PaddleRec v1.8.5 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v1.8.5 Repository: PaddlePaddle/PaddleRec Tag: v1.8.5 Published: 2020-10-12T09:01:14Z Prerelease: no Release notes: PaddleRec v1.8.5 Release Note 重要更新 -.... 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/PaddleRec/releases/tag/v1.8.5","source_host":"github.com","occurred_at":"2020-10-12T09:01:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleRec"},"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/PaddleRec","source":"source"},{"label":"Release","value":"PaddleRec v1.8.5","source":"source"},{"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/PaddleRec/releases/tag/v1.8.5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:54.365192+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120/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/c024b9d2-f9bc-4072-b2fc-89ed142ee120/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","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/PaddleRec v1.8.5\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v1.8.5","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v1.8.5."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v1.8.5 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v1.8.5 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v1.8.5 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v1.8.5 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleRec v1.8.5 has captured page count 1."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleRec v1.8.5 has readable page count 1."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleRec v1.8.5 has related signal count 6."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","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/PaddleRec v1.8.5 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v1.8.5 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleRec v1.8.5 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleRec v1.8.5 has signal desk releases."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v1.8.5 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has repository","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v1.8.5 has repository PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has release","object":"PaddleRec v1.8.5","text":"PaddlePaddle/PaddleRec v1.8.5 has release PaddleRec v1.8.5."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleRec v1.8.5 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleRec v1.8.5 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v1.8.5 Repository: PaddlePaddle/PaddleRec Tag: v1.8.5 Published: 2020-10-12T09:01:14Z Prerelease: no Release notes: PaddleRec v1.8.5 Release Note 重要更新 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v1.8.5","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v1.8.5."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v1.8.5 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v1.8.5 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v1.8.5 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v1.8.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v1.8.5 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c024b9d2-f9bc-4072-b2fc-89ed142ee120","url":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120","json_url":"https://onlylabs.fyi/signals/c024b9d2-f9bc-4072-b2fc-89ed142ee120/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","title":"PaddlePaddle/PaddleRec v1.8.5","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleRec","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-10-12T09:01:14+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/PaddleRec/releases/tag/v1.8.5"]},"facets":{"repo":"PaddlePaddle/PaddleRec"},"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/PaddleRec/releases/tag/v1.8.5","final_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","title":"PaddlePaddle/PaddleRec v1.8.5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:54.365192+00:00","bytes":4661,"raw_path":"afe4363c12f5b88f0041a5bf597a51fce85a8f168e8248a066252aa2d0ed1d83.json","content_hash":"82a818e985b642d0924e6e1500ff4b00625a637f05ce59bfedc197f95ac519ac","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleRec v1.8.5 Repository: PaddlePaddle/PaddleRec Tag: v1.8.5 Published: 2020-10-12T09:01:14Z Prerelease: no Release notes: PaddleRec v1.8.5 Release Note 重要更新 - 此版本适配飞桨版本为v1.8.5 - 框架升级，支持更加灵活的reader及模型适配， 支持更加灵活的训练模式定义及数据读取定义 - 新增9个模型，并对多个已支持模型进行了优化 - 取消内置`paddlerec.models.rank.`等模型的内置配置方法， 统一由用户根据yaml的路径进行配置 - 支持Kubernetes、PaddleCloud一键提交飞桨分布式训练 - 支持CPU/GPU下进行飞桨分布式训练， 支持GPU下collective模式训练，支持GPU下parameter server模式训练及CPU下parameter server模式训练 功能新增及修复 - 新增collective模式支持GPU多卡训练、parameter server模式支持GPU-PS训练、单机多卡训练等 - 新增分布式训练任务提交功能，支持在MPI/Kubernetes/PaddleCloud上一键启动训练 - 新增多个指标的计算和分布式计算功能，包括AUC、Recall_k（召回topk的准确率）、PN（正逆序）、Precison_Recall等 - 新增BatchReader功能， 可由用户在Reader中自行组batch - 新增预训练Trainer及流式训练Trainer，可支持用户对预训练及流式训练的需求 - 新增本地文件列表shuffle的功能，在训练前进行数据文件粒度的shuffle支持 - 新增batch级别模型保存 - 数据读取优化，加入SlotReader， 用户只需要按照要求生成好数据并配置好数据格式即可使用飞桨高效训练 - 修复LOG打印，规范log级别及log输出格式 - 修复Windows下安装出错的bug - 修复数据读取读取隐藏文件的bug - 修复collective多卡数据不均匀划分导致训练异常的bug - 修复learning rate不支持科学计数法的bug 模型新增及修复 - 新增模型DIEN、BST、AutoInt、FGCNN、Fibinet、FLEN、RALM、Match-pyramid、TDM 等模型 - 新增预训练模型TextCNN - 为Fibinet、FLEN、youtubednn、gnn、word2vec等模型加入Readme，数据处理，运行结果展示等功能，修复模型效果问题 - 修复Rank目录下DNN、LR、FM、DeepFM等多个模型的Readme -..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","final_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v1.8.5","title":"PaddlePaddle/PaddleRec v1.8.5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:54.365192+00:00","bytes":4661,"raw_path":"afe4363c12f5b88f0041a5bf597a51fce85a8f168e8248a066252aa2d0ed1d83.json","content_hash":"82a818e985b642d0924e6e1500ff4b00625a637f05ce59bfedc197f95ac519ac","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleRec v1.8.5 Repository: PaddlePaddle/PaddleRec Tag: v1.8.5 Published: 2020-10-12T09:01:14Z Prerelease: no Release notes: PaddleRec v1.8.5 Release Note 重要更新 - 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