{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PALM","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25","json_url":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25/signal.json","generated_at":"2026-06-11T03:57:57.307504+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/e49d4b77-76a7-4700-8e40-82c14d3c5c25","signal_json":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25/signal.json","source":"https://github.com/PaddlePaddle/PALM","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PALM (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/PALM · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PALM","source_host":"github.com","occurred_at":"2019-09-24T05:37:22+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/PALM","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"185","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/PALM"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:57.307504+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["training"],"score":14,"reason":"Baidu (ERNIE) has a repo signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25/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: Infrastructure?","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/e49d4b77-76a7-4700-8e40-82c14d3c5c25/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PALM","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/PALM\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PALM","text":"Baidu (ERNIE) published repo PaddlePaddle/PALM."},{"subject":"PaddlePaddle/PALM","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PALM is classified as repo signal."},{"subject":"PaddlePaddle/PALM","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PALM belongs to repos desk."},{"subject":"PaddlePaddle/PALM","predicate":"has context","object":"Python","text":"PaddlePaddle/PALM has context Python."},{"subject":"PaddlePaddle/PALM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PALM has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PALM","predicate":"matches data-business lanes","object":"Infrastructure","text":"PaddlePaddle/PALM matches data-business lanes Infrastructure."},{"subject":"PaddlePaddle/PALM","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PALM has captured page count 1."},{"subject":"PaddlePaddle/PALM","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PALM has readable page count 1."},{"subject":"PaddlePaddle/PALM","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PALM has related signal count 6."},{"subject":"PaddlePaddle/PALM","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/PALM 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/PALM","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PALM has source host github.com."},{"subject":"PaddlePaddle/PALM","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PALM has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PALM","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PALM has signal desk repos."},{"subject":"PaddlePaddle/PALM","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PALM has source host github.com."},{"subject":"PaddlePaddle/PALM","predicate":"has repository","object":"PaddlePaddle/PALM","text":"PaddlePaddle/PALM has repository PaddlePaddle/PALM."},{"subject":"PaddlePaddle/PALM","predicate":"has language","object":"Python","text":"PaddlePaddle/PALM has language Python."},{"subject":"PaddlePaddle/PALM","predicate":"has stars","object":"185","text":"PaddlePaddle/PALM has stars 185."},{"subject":"PaddlePaddle/PALM","predicate":"has radar lane","object":"Infrastructure","text":"PaddlePaddle/PALM has radar lane Infrastructure."},{"subject":"PaddlePaddle/PALM","predicate":"has matched term","object":"training","text":"PaddlePaddle/PALM has matched term training."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PALM (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/PALM · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PALM","text":"Baidu (ERNIE) published repo PaddlePaddle/PALM."},{"subject":"PaddlePaddle/PALM","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PALM is classified as repo signal."},{"subject":"PaddlePaddle/PALM","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PALM belongs to repos desk."},{"subject":"PaddlePaddle/PALM","predicate":"has context","object":"Python","text":"PaddlePaddle/PALM has context Python."},{"subject":"PaddlePaddle/PALM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PALM has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PALM","predicate":"matches data-business lanes","object":"Infrastructure","text":"PaddlePaddle/PALM matches data-business lanes Infrastructure."}]},"signal":{"id":"e49d4b77-76a7-4700-8e40-82c14d3c5c25","url":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25","json_url":"https://onlylabs.fyi/signals/e49d4b77-76a7-4700-8e40-82c14d3c5c25/signal.json","source_url":"https://github.com/PaddlePaddle/PALM","title":"PaddlePaddle/PALM","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":"2019-09-24T05:37:22+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/PALM"]},"facets":{"repo":"PaddlePaddle/PALM","language":"Python"},"traction":{"github_stars":185,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["training"],"reason":"Baidu (ERNIE) has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PALM","final_url":"https://github.com/PaddlePaddle/PALM","title":"PaddlePaddle/PALM repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:57.307504+00:00","bytes":21033,"raw_path":"3f90d70898cbbd9e2693e3d1c41f8fb6f7351ffcf15e52783d15a120aff589b7.json","content_hash":"c74953deffbda6c598874b2770a8f531722ef1f2f443ef9a715d2eaf56474165","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PALM Description: a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework. Language: Python Stars: 185 Forks: 30 Open issues: 11 Created: 2019-09-24T05:37:22Z Pushed: 2021-03-29T11:40:54Z Default branch: master Fork: no Archived: yes README: PaddlePALM English | [简体中文](./README_zh.md) PaddlePALM (PArallel Learning from Multi-tasks) is a fast, flexible, extensible and easy-to-use NLP large-scale pretraining and multi-task learning framework. PaddlePALM is a high level framework **aiming at fastly developing high-performance NLP models**. With PaddlePALM, it is easy to achieve effecient exploration of robust learning of NLP models with multiple auxilary tasks. For example, based on PaddlePALM, the produced robust MRC model, [D-Net](https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/Research/MRQA2019-D-NET), has achieved **the 1st place** in [EMNLP2019 MRQA](https://mrqa.github.io) track. <p align=\"center\"> <img src=\"https://tva1.sinaimg.cn/large/006tNbRwly1gbjkuuwrmlj30hs0hzdh2.jpg\" alt=\"Sample\" width=\"300\" height=\"333\"> <p align=\"center\"> <em>MRQA2019 Leaderboard</em> </p> </p> Beyond the research scope,..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PALM","final_url":"https://github.com/PaddlePaddle/PALM","title":"PaddlePaddle/PALM repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:57.307504+00:00","bytes":21033,"raw_path":"3f90d70898cbbd9e2693e3d1c41f8fb6f7351ffcf15e52783d15a120aff589b7.json","content_hash":"c74953deffbda6c598874b2770a8f531722ef1f2f443ef9a715d2eaf56474165","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PALM Description: a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework. Language: Python Stars: 185 Forks: 30 Open issues: 11 Created: 2019-09-24T05:37:22Z Pushed: 2021-03-29T11:40:54Z Default branch: master Fork: no Archived: yes README: PaddlePALM English | [简体中文](./README_zh.md) PaddlePALM (PArallel Learning from Multi-tasks) is a fast, flexible, extensible and easy-to-use NLP large-scale pretraining and multi-task learning framework. PaddlePALM is a high level framework **aiming at fastly developing high-performance NLP models**. With PaddlePALM, it is easy to achieve effecient exploration of robust learning of NLP models with multiple auxilary tasks. For example, based on PaddlePALM, the produced robust MRC model, [D-Net](https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/Research/MRQA2019-D-NET), has achieved **the 1st place** in [EMNLP2019 MRQA](https://mrqa.github.io) track. <p align=\"center\"> <img src=\"https://tva1.sinaimg.cn/large/006tNbRwly1gbjkuuwrmlj30hs0hzdh2.jpg\" alt=\"Sample\" width=\"300\" height=\"333\"> <p align=\"center\"> <em>MRQA2019 Leaderboard</em> </p> </p> Beyond the research scope,..."}],"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"}]}