{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/models","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e","json_url":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e/signal.json","generated_at":"2026-06-11T03:55:55.623666+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/7b5a8bc8-17af-4b44-89c4-33da3c64300e","signal_json":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e/signal.json","source":"https://github.com/PaddlePaddle/models","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/models (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/models · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/models","source_host":"github.com","occurred_at":"2017-04-20T13:30:15+00:00","first_seen_at":"2026-06-06T01:49:51.911496+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/models","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"6,939","source":"traction"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Product and customer?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/models","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"PaddlePaddle/models\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/models","text":"Baidu (ERNIE) published repo PaddlePaddle/models."},{"subject":"PaddlePaddle/models","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/models is classified as repo signal."},{"subject":"PaddlePaddle/models","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/models belongs to repos desk."},{"subject":"PaddlePaddle/models","predicate":"has context","object":"Python","text":"PaddlePaddle/models has context Python."},{"subject":"PaddlePaddle/models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/models has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/models","predicate":"matches data-business lanes","object":"Product and customer","text":"PaddlePaddle/models matches data-business lanes Product and customer."},{"subject":"PaddlePaddle/models","predicate":"has captured page count","object":"1","text":"PaddlePaddle/models has captured page count 1."},{"subject":"PaddlePaddle/models","predicate":"has readable page count","object":"1","text":"PaddlePaddle/models has readable page count 1."},{"subject":"PaddlePaddle/models","predicate":"has related signal count","object":"6","text":"PaddlePaddle/models has related signal count 6."},{"subject":"PaddlePaddle/models","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/models has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/models","predicate":"has source host","object":"github.com","text":"PaddlePaddle/models has source host github.com."},{"subject":"PaddlePaddle/models","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/models has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/models","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/models has signal desk repos."},{"subject":"PaddlePaddle/models","predicate":"has source host","object":"github.com","text":"PaddlePaddle/models has source host github.com."},{"subject":"PaddlePaddle/models","predicate":"has repository","object":"PaddlePaddle/models","text":"PaddlePaddle/models has repository PaddlePaddle/models."},{"subject":"PaddlePaddle/models","predicate":"has language","object":"Python","text":"PaddlePaddle/models has language Python."},{"subject":"PaddlePaddle/models","predicate":"has stars","object":"6,939","text":"PaddlePaddle/models has stars 6,939."},{"subject":"PaddlePaddle/models","predicate":"has radar lane","object":"Product and customer","text":"PaddlePaddle/models has radar lane Product and customer."},{"subject":"PaddlePaddle/models","predicate":"has matched term","object":"support","text":"PaddlePaddle/models has matched term support."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/models (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/models · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/models","text":"Baidu (ERNIE) published repo PaddlePaddle/models."},{"subject":"PaddlePaddle/models","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/models is classified as repo signal."},{"subject":"PaddlePaddle/models","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/models belongs to repos desk."},{"subject":"PaddlePaddle/models","predicate":"has context","object":"Python","text":"PaddlePaddle/models has context Python."},{"subject":"PaddlePaddle/models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/models has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/models","predicate":"matches data-business lanes","object":"Product and customer","text":"PaddlePaddle/models matches data-business lanes Product and customer."}]},"signal":{"id":"7b5a8bc8-17af-4b44-89c4-33da3c64300e","url":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e","json_url":"https://onlylabs.fyi/signals/7b5a8bc8-17af-4b44-89c4-33da3c64300e/signal.json","source_url":"https://github.com/PaddlePaddle/models","title":"PaddlePaddle/models","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2017-04-20T13:30:15+00:00","first_seen_at":"2026-06-06T01:49:51.911496+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/models"]},"facets":{"repo":"PaddlePaddle/models","language":"Python"},"traction":{"github_stars":6939,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":14,"matched_terms":["support"],"reason":"Baidu (ERNIE) has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/models","final_url":"https://github.com/PaddlePaddle/models","title":"PaddlePaddle/models repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:55.623666+00:00","bytes":10798,"raw_path":"e61ab75ad1a5e961eb45e78be363719d6f1af274abdb3f07f9e2ccf83f52c851.json","content_hash":"cf33707de59c0097c91c5fae07c7a5d56ecd10a4b1e3f5f8a06370ca4d75e421","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/models Description: Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on. 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Language: Python License: Apache-2.0 Stars: 6939 Forks: 2864 Open issues: 870 Created: 2017-04-20T13:30:15Z Pushed: 2025-01-15T17:54:36Z Default branch: release/2.4 Fork: no Archived: no README: 欢迎使用飞桨产业级开源模型库 简介 飞桨的产业级模型库，包含大量经过产业实践长期打磨的主流模型以及在国际竞赛中的夺冠模型；提供面向语义理解、图像分类、目标检测、图像分割、文字识别、语音合成等场景的多个端到端开发套件，满足企业低成本开发和快速集成的需求。飞桨的模型库是围绕国内企业实际研发流程量身定制打造的产业级模型库，服务企业遍布能源、金融、工业、农业等多个领域。 近期更新 **`2022-11-29`**: 更新`release/2.4`分支，飞桨官方模型超过600个，生态模型超过260个（数量持续更新中）. **`2022-5-17`**: 更新`release/2.3`分支，飞桨官方模型超过500个，生态模型超过170个. **`2021-11-30`**: 更新`release/2.2`分支，系统的梳理了飞桨官方模型、学术模型和社区模型的清单，其中官方模型超过400个，生态模型超过100个 **`Note`**:`release/2.2`以后分支模型均基于动态图实现，目前`dev-static`分支中仍有一些静态图模型代码，有需要的开发者可以继续切换到`dev-static`分支使用. 主要内容 | 目录 | 说明 | | --- | --- | | [官方模型(official)](docs/official/README.md) |• 面向产业实践，数量超过600个<br />• [飞桨PP系列模型](docs/official/PP-Models.md)，效果与精度最佳平衡<br />• 支持使用动态图开发视觉、自然语言、语音和推荐等领域模型<br />• 飞桨官方实现并提供持续技术支持及答疑<br />• 与飞桨核心框架版本对齐，已经经过充分的测试保证 | |[学术模型(research)](docs/research/README.md) |• 面向学术前沿，侧重对于问题的持续更新<br />• 主要由飞桨相关的学术生态合作伙伴贡献|..."}],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}