{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PaddleTransfer","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fd1ef6db-ad90-4f4a-a991-e8b8504923eb","json_url":"https://onlylabs.fyi/signals/fd1ef6db-ad90-4f4a-a991-e8b8504923eb/signal.json","generated_at":"2026-06-11T03:57:49.109094+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/fd1ef6db-ad90-4f4a-a991-e8b8504923eb","signal_json":"https://onlylabs.fyi/signals/fd1ef6db-ad90-4f4a-a991-e8b8504923eb/signal.json","source":"https://github.com/PaddlePaddle/PaddleTransfer","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/PaddleTransfer (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/PaddleTransfer · 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/PaddleTransfer","source_host":"github.com","occurred_at":"2022-05-09T13:21:51+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/PaddleTransfer","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"19","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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/fd1ef6db-ad90-4f4a-a991-e8b8504923eb/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleTransfer","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/PaddleTransfer\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleTransfer","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleTransfer."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleTransfer is classified as repo signal."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleTransfer belongs to repos desk."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleTransfer has context Python."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleTransfer has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleTransfer has captured page count 1."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleTransfer has readable page count 1."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleTransfer has related signal count 6."},{"subject":"PaddlePaddle/PaddleTransfer","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/PaddleTransfer 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/PaddleTransfer","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleTransfer has source host github.com."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleTransfer has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PaddleTransfer has signal desk repos."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleTransfer has source host github.com."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has repository","object":"PaddlePaddle/PaddleTransfer","text":"PaddlePaddle/PaddleTransfer has repository PaddlePaddle/PaddleTransfer."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has language","object":"Python","text":"PaddlePaddle/PaddleTransfer has language Python."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has stars","object":"19","text":"PaddlePaddle/PaddleTransfer has stars 19."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/PaddleTransfer has watch term Data pipeline."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleTransfer has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleTransfer (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/PaddleTransfer · 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/PaddleTransfer","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleTransfer."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleTransfer is classified as repo signal."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleTransfer belongs to repos desk."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has context","object":"Python","text":"PaddlePaddle/PaddleTransfer has context Python."},{"subject":"PaddlePaddle/PaddleTransfer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleTransfer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fd1ef6db-ad90-4f4a-a991-e8b8504923eb","url":"https://onlylabs.fyi/signals/fd1ef6db-ad90-4f4a-a991-e8b8504923eb","json_url":"https://onlylabs.fyi/signals/fd1ef6db-ad90-4f4a-a991-e8b8504923eb/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleTransfer","title":"PaddlePaddle/PaddleTransfer","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":"2022-05-09T13:21:51+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/PaddleTransfer"]},"facets":{"repo":"PaddlePaddle/PaddleTransfer","language":"Python"},"traction":{"github_stars":19,"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/PaddleTransfer","final_url":"https://github.com/PaddlePaddle/PaddleTransfer","title":"PaddlePaddle/PaddleTransfer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:49.109094+00:00","bytes":18053,"raw_path":"516d7595fd80f0eda353b05ce8698a67749ac6b93e0c48caed9e33f864476226.json","content_hash":"2f30fcb5d466ca471ed97e629c86fe2d6ab435192a89a5375a8b33a1837bdc52","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleTransfer Description: 飞桨迁移学习算法库 Language: Python License: Apache-2.0 Stars: 19 Forks: 3 Open issues: 0 Created: 2022-05-09T13:21:51Z Pushed: 2023-02-20T07:15:20Z Default branch: main Fork: no Archived: yes README: PaddleTransfer Introduction PaddleTransfer, a transfer learning tool of PaddlePaddle, provides a variety of algorithms to transfer the knowledge learned from source tasks to target task. It enables users to use the state-of-the-art transfer learning algorithms on main-stream model archtechtures. PaddleTransfer provides various transfer learning algorithms, including **[MMD(JMLR'12)](https://www.jmlr.org/papers/volume13/gretton12a/gretton12a.pdf?ref=https://githubhelp.com),[L2-SP(ICML'18)](http://proceedings.mlr.press/v80/li18a/li18a.pdf), [DELTA(ICLR'19)](https://openreview.net/pdf?id=rkgbwsAcYm), [RIFLE(ICML'20)](http://proceedings.mlr.press/v119/li20r/li20r.pdf), [Co-Tuning(NIPS'20)](https://proceedings.neurips.cc/paper/2020/file/c8067ad1937f728f51288b3eb986afaa-Paper.pdf), [MARS-PGM(ICLR'21)](https://openreview.net/pdf?id=IFqrg1p5Bc)** and supports many main-stream model archtechtures, including **ResNet, MobileNet and ViT**. With several lines of..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleTransfer","final_url":"https://github.com/PaddlePaddle/PaddleTransfer","title":"PaddlePaddle/PaddleTransfer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:49.109094+00:00","bytes":18053,"raw_path":"516d7595fd80f0eda353b05ce8698a67749ac6b93e0c48caed9e33f864476226.json","content_hash":"2f30fcb5d466ca471ed97e629c86fe2d6ab435192a89a5375a8b33a1837bdc52","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleTransfer Description: 飞桨迁移学习算法库 Language: Python License: Apache-2.0 Stars: 19 Forks: 3 Open issues: 0 Created: 2022-05-09T13:21:51Z Pushed: 2023-02-20T07:15:20Z Default branch: main Fork: no Archived: yes README: PaddleTransfer Introduction PaddleTransfer, a transfer learning tool of PaddlePaddle, provides a variety of algorithms to transfer the knowledge learned from source tasks to target task. It enables users to use the state-of-the-art transfer learning algorithms on main-stream model archtechtures. PaddleTransfer provides various transfer learning algorithms, including **[MMD(JMLR'12)](https://www.jmlr.org/papers/volume13/gretton12a/gretton12a.pdf?ref=https://githubhelp.com),[L2-SP(ICML'18)](http://proceedings.mlr.press/v80/li18a/li18a.pdf), [DELTA(ICLR'19)](https://openreview.net/pdf?id=rkgbwsAcYm), [RIFLE(ICML'20)](http://proceedings.mlr.press/v119/li20r/li20r.pdf), [Co-Tuning(NIPS'20)](https://proceedings.neurips.cc/paper/2020/file/c8067ad1937f728f51288b3eb986afaa-Paper.pdf), [MARS-PGM(ICLR'21)](https://openreview.net/pdf?id=IFqrg1p5Bc)** and supports many main-stream model archtechtures, including **ResNet, MobileNet and ViT**. With several lines of..."}],"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"}]}