{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PaddleFL","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e","json_url":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e/signal.json","generated_at":"2026-06-11T03:57:57.170381+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/a6ac46ec-19f3-4568-9e03-a4e2da488a0e","signal_json":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e/signal.json","source":"https://github.com/PaddlePaddle/PaddleFL","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":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFL (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/PaddleFL · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleFL","source_host":"github.com","occurred_at":"2019-09-25T15:01:39+00:00","first_seen_at":"2026-06-05T20:58:47.85163+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/PaddleFL","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"515","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/PaddleFL"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:57.170381+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e/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":null,"opportunities_json":null},"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?","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/a6ac46ec-19f3-4568-9e03-a4e2da488a0e/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFL","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":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 repo signal \"PaddlePaddle/PaddleFL\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleFL","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleFL is classified as repo signal."},{"subject":"PaddlePaddle/PaddleFL","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleFL belongs to repos desk."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleFL has context Python."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFL has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFL has captured page count 1."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFL has readable page count 1."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFL has related signal count 6."},{"subject":"PaddlePaddle/PaddleFL","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/PaddleFL 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/PaddleFL","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFL has source host github.com."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFL has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PaddleFL has signal desk repos."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFL has source host github.com."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has repository","object":"PaddlePaddle/PaddleFL","text":"PaddlePaddle/PaddleFL has repository PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has language","object":"Python","text":"PaddlePaddle/PaddleFL has language Python."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has stars","object":"515","text":"PaddlePaddle/PaddleFL has stars 515."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleFL has watch term Infrastructure."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has watch term","object":"Safety and alignment","text":"PaddlePaddle/PaddleFL has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleFL (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/PaddleFL · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleFL","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleFL is classified as repo signal."},{"subject":"PaddlePaddle/PaddleFL","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleFL belongs to repos desk."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleFL has context Python."},{"subject":"PaddlePaddle/PaddleFL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFL has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a6ac46ec-19f3-4568-9e03-a4e2da488a0e","url":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e","json_url":"https://onlylabs.fyi/signals/a6ac46ec-19f3-4568-9e03-a4e2da488a0e/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFL","title":"PaddlePaddle/PaddleFL","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":"2019-09-25T15:01:39+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/PaddleFL"]},"facets":{"repo":"PaddlePaddle/PaddleFL","language":"Python"},"traction":{"github_stars":515,"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/PaddleFL","final_url":"https://github.com/PaddlePaddle/PaddleFL","title":"PaddlePaddle/PaddleFL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:57.170381+00:00","bytes":21264,"raw_path":"f5b14cdc71b6b5b3bfe4ae31809113ed3e26d95d3f440ab39b02ea02a1a31628.json","content_hash":"8ab05d46238e127583ba03389a00357659135ab73c115406f9772afb8501151b","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleFL Description: Federated Deep Learning in PaddlePaddle Language: Python License: Apache-2.0 Stars: 515 Forks: 120 Open issues: 56 Created: 2019-09-25T15:01:39Z Pushed: 2023-07-26T22:30:56Z Default branch: master Fork: no Archived: no README: <img src='https://github.com/PaddlePaddle/PaddleFL/blob/master/docs/source/_static/FL-logo.png' width = \"400\" height = \"160\"> [DOC](https://paddlefl.readthedocs.io/en/latest/) | [Quick Start](https://paddlefl.readthedocs.io/en/latest/compile_and_intall.html) | [中文](./README_cn.md) [![Release](https://img.shields.io/github/release/PaddlePaddle/PaddleFL.svg)](https://github.com/PaddlePaddle/PaddleFL/releases) [![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE) PaddleFL is an open source federated learning framework based on PaddlePaddle. Researchers can easily replicate and compare different federated learning algorithms with PaddleFL. Developers can also benefit from PaddleFL in that it is easy to deploy a federated learning system in large scale distributed clusters. In PaddleFL, several federated learning strategies will be provided with application in computer vision, natural language..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleFL","final_url":"https://github.com/PaddlePaddle/PaddleFL","title":"PaddlePaddle/PaddleFL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:57.170381+00:00","bytes":21264,"raw_path":"f5b14cdc71b6b5b3bfe4ae31809113ed3e26d95d3f440ab39b02ea02a1a31628.json","content_hash":"8ab05d46238e127583ba03389a00357659135ab73c115406f9772afb8501151b","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleFL Description: Federated Deep Learning in PaddlePaddle Language: Python License: Apache-2.0 Stars: 515 Forks: 120 Open issues: 56 Created: 2019-09-25T15:01:39Z Pushed: 2023-07-26T22:30:56Z Default branch: master Fork: no Archived: no README: <img src='https://github.com/PaddlePaddle/PaddleFL/blob/master/docs/source/_static/FL-logo.png' width = \"400\" height = \"160\"> [DOC](https://paddlefl.readthedocs.io/en/latest/) | [Quick Start](https://paddlefl.readthedocs.io/en/latest/compile_and_intall.html) | [中文](./README_cn.md) [![Release](https://img.shields.io/github/release/PaddlePaddle/PaddleFL.svg)](https://github.com/PaddlePaddle/PaddleFL/releases) [![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE) PaddleFL is an open source federated learning framework based on PaddlePaddle. Researchers can easily replicate and compare different federated learning algorithms with PaddleFL. Developers can also benefit from PaddleFL in that it is easy to deploy a federated learning system in large scale distributed clusters. In PaddleFL, several federated learning strategies will be provided with application in computer vision, natural language..."}],"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"}]}