{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PLSC","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8","json_url":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8/signal.json","generated_at":"2026-06-11T03:57:56.356853+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/b134df74-8e86-4c0a-914a-9f61032128c8","signal_json":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8/signal.json","source":"https://github.com/PaddlePaddle/PLSC","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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"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/PLSC (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/PLSC · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PLSC","source_host":"github.com","occurred_at":"2019-12-13T16:30:59+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/PLSC","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"155","source":"traction"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"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/PLSC"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:56.356853+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["data","support"],"score":26,"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8/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: Data demand, 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/b134df74-8e86-4c0a-914a-9f61032128c8/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PLSC","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/PLSC\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PLSC","text":"Baidu (ERNIE) published repo PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PLSC is classified as repo signal."},{"subject":"PaddlePaddle/PLSC","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PLSC belongs to repos desk."},{"subject":"PaddlePaddle/PLSC","predicate":"has context","object":"Python","text":"PaddlePaddle/PLSC has context Python."},{"subject":"PaddlePaddle/PLSC","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PLSC","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PLSC matches data-business lanes Data demand, Product and customer."},{"subject":"PaddlePaddle/PLSC","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PLSC has captured page count 1."},{"subject":"PaddlePaddle/PLSC","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PLSC has readable page count 1."},{"subject":"PaddlePaddle/PLSC","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PLSC has related signal count 6."},{"subject":"PaddlePaddle/PLSC","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/PLSC 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/PLSC","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC has source host github.com."},{"subject":"PaddlePaddle/PLSC","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PLSC has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PLSC","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PLSC has signal desk repos."},{"subject":"PaddlePaddle/PLSC","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC has source host github.com."},{"subject":"PaddlePaddle/PLSC","predicate":"has repository","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC has repository PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC","predicate":"has language","object":"Python","text":"PaddlePaddle/PLSC has language Python."},{"subject":"PaddlePaddle/PLSC","predicate":"has stars","object":"155","text":"PaddlePaddle/PLSC has stars 155."},{"subject":"PaddlePaddle/PLSC","predicate":"has radar lane","object":"Data demand","text":"PaddlePaddle/PLSC has radar lane Data demand."},{"subject":"PaddlePaddle/PLSC","predicate":"has radar lane","object":"Product and customer","text":"PaddlePaddle/PLSC has radar lane Product and customer."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PLSC (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/PLSC · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PLSC","text":"Baidu (ERNIE) published repo PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PLSC is classified as repo signal."},{"subject":"PaddlePaddle/PLSC","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PLSC belongs to repos desk."},{"subject":"PaddlePaddle/PLSC","predicate":"has context","object":"Python","text":"PaddlePaddle/PLSC has context Python."},{"subject":"PaddlePaddle/PLSC","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PLSC","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"PaddlePaddle/PLSC matches data-business lanes Data demand, Product and customer."}]},"signal":{"id":"b134df74-8e86-4c0a-914a-9f61032128c8","url":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8","json_url":"https://onlylabs.fyi/signals/b134df74-8e86-4c0a-914a-9f61032128c8/signal.json","source_url":"https://github.com/PaddlePaddle/PLSC","title":"PaddlePaddle/PLSC","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":"2019-12-13T16:30:59+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/PLSC"]},"facets":{"repo":"PaddlePaddle/PLSC","language":"Python"},"traction":{"github_stars":155,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":26,"matched_terms":["data","support"],"reason":"Baidu (ERNIE) has a repo signal matching data demand, product and customer."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PLSC","final_url":"https://github.com/PaddlePaddle/PLSC","title":"PaddlePaddle/PLSC repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:56.356853+00:00","bytes":13564,"raw_path":"2e2b71eff8e520fd758110ecf23cafcf87e03be4a37931e651b9ca2e5e707ab7.json","content_hash":"e0fa724b8dd7719298a73aa58700db9c1430728933f8d9c6c276e79071ee3b98","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PLSC Description: Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE. Language: Python License: Apache-2.0 Stars: 155 Forks: 34 Open issues: 22 Created: 2019-12-13T16:30:59Z Pushed: 2023-06-06T11:13:52Z Default branch: master Fork: no Archived: no README: <p align=\"center\"> <img src=\"./plsc-logo.png?raw=true\" align=\"middle\" width=\"500\" /> </p> ------------------------------------------------------------------------------------------ <p align=\"center\"> <a href=\"./LICENSE\"><img src=\"https://img.shields.io/badge/license-Apache%202-dfd.svg\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/releases\"><img src=\"https://img.shields.io/github/v/release/PaddlePaddle/PLSC?color=ffa\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/python-3.7+-aff.svg\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/graphs/contributors\"><img src=\"https://img.shields.io/github/contributors/PaddlePaddle/PLSC?color=9ea\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/issues\"><img..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PLSC","final_url":"https://github.com/PaddlePaddle/PLSC","title":"PaddlePaddle/PLSC repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:56.356853+00:00","bytes":13564,"raw_path":"2e2b71eff8e520fd758110ecf23cafcf87e03be4a37931e651b9ca2e5e707ab7.json","content_hash":"e0fa724b8dd7719298a73aa58700db9c1430728933f8d9c6c276e79071ee3b98","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PLSC Description: Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE. Language: Python License: Apache-2.0 Stars: 155 Forks: 34 Open issues: 22 Created: 2019-12-13T16:30:59Z Pushed: 2023-06-06T11:13:52Z Default branch: master Fork: no Archived: no README: <p align=\"center\"> <img src=\"./plsc-logo.png?raw=true\" align=\"middle\" width=\"500\" /> </p> ------------------------------------------------------------------------------------------ <p align=\"center\"> <a href=\"./LICENSE\"><img src=\"https://img.shields.io/badge/license-Apache%202-dfd.svg\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/releases\"><img src=\"https://img.shields.io/github/v/release/PaddlePaddle/PLSC?color=ffa\"></a> <a href=\"\"><img src=\"https://img.shields.io/badge/python-3.7+-aff.svg\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/graphs/contributors\"><img src=\"https://img.shields.io/github/contributors/PaddlePaddle/PLSC?color=9ea\"></a> <a href=\"https://github.com/PaddlePaddle/PLSC/issues\"><img..."}],"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"}]}