{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/thunnini","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9f5dcb82-c936-4ebf-bd7d-a769bc1b427b","json_url":"https://onlylabs.fyi/signals/9f5dcb82-c936-4ebf-bd7d-a769bc1b427b/signal.json","generated_at":"2026-06-11T04:00:27.527735+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9f5dcb82-c936-4ebf-bd7d-a769bc1b427b","signal_json":"https://onlylabs.fyi/signals/9f5dcb82-c936-4ebf-bd7d-a769bc1b427b/signal.json","source":"https://github.com/google-deepmind/thunnini","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/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":"Google (DeepMind / Gemini) published google-deepmind/thunnini (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/thunnini · language Python · Low stars, routine new repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/google-deepmind/thunnini","source_host":"github.com","occurred_at":"2025-05-22T19:46:23+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Google (DeepMind / Gemini)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"google-deepmind/thunnini","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"10","source":"traction"},{"label":"Notability","value":"Low stars, routine new repo","source":"signal"},{"label":"Watch term","value":"Eval 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evidence, analyze Google (DeepMind / Gemini)'s repo signal \"google-deepmind/thunnini\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/thunnini","text":"Google (DeepMind / Gemini) published repo google-deepmind/thunnini."},{"subject":"google-deepmind/thunnini","predicate":"is classified as","object":"repo signal","text":"google-deepmind/thunnini is classified as repo signal."},{"subject":"google-deepmind/thunnini","predicate":"belongs to","object":"repos desk","text":"google-deepmind/thunnini belongs to repos desk."},{"subject":"google-deepmind/thunnini","predicate":"has context","object":"Python","text":"google-deepmind/thunnini has context Python."},{"subject":"google-deepmind/thunnini","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/thunnini has evidence coverage 1 captured evidence 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channels.."},{"subject":"google-deepmind/thunnini","predicate":"has source host","object":"github.com","text":"google-deepmind/thunnini has source host github.com."},{"subject":"google-deepmind/thunnini","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/thunnini has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/thunnini","predicate":"has signal desk","object":"repos","text":"google-deepmind/thunnini has signal desk repos."},{"subject":"google-deepmind/thunnini","predicate":"has source host","object":"github.com","text":"google-deepmind/thunnini has source host github.com."},{"subject":"google-deepmind/thunnini","predicate":"has repository","object":"google-deepmind/thunnini","text":"google-deepmind/thunnini has repository google-deepmind/thunnini."},{"subject":"google-deepmind/thunnini","predicate":"has language","object":"Python","text":"google-deepmind/thunnini has language Python."},{"subject":"google-deepmind/thunnini","predicate":"has stars","object":"10","text":"google-deepmind/thunnini has stars 10."},{"subject":"google-deepmind/thunnini","predicate":"has notability","object":"Low stars, routine new repo","text":"google-deepmind/thunnini has notability Low stars, routine new repo."},{"subject":"google-deepmind/thunnini","predicate":"has watch term","object":"Eval methodology","text":"google-deepmind/thunnini has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/thunnini (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Language: Python License: Apache-2.0 Stars: 10 Forks: 3 Open issues: 0 Created: 2025-05-22T19:46:23Z Pushed: 2025-10-17T14:26:56Z Default branch: main Fork: no Archived: no README: Thunnini Thunnini Demo notebook: [](https://colab.research.google.com/github/google-deepmind/thunnini/blob/master/colabs/ThunniniDemo.ipynb)
Full Thunnini experiment notebook: [](https://colab.research.google.com/github/google-deepmind/thunnini/blob/master/colabs/ThunniniExperiment.ipynb) For more details and use-cases, see Thunnini's main publication:
**Understanding Prompt Tuning and In-Context Learning via Meta-Learning** (Genewein et al. 2025, NeurIPS 2025, [arXiv](https://arxiv.org/abs/2505.17010), [NeurIPS poster](https://neurips.cc/virtual/2025/poster/117226)). --- Thunnini is an experimentation library to study and understand fundamental aspects of fine-tuners for neural sequence predictors. Currently, 9..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/thunnini","final_url":"https://github.com/google-deepmind/thunnini","title":"google-deepmind/thunnini repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:27.527735+00:00","bytes":24384,"raw_path":"54a4896b9d212979c42aac0576b0b2a655002b114756794e4313562b4361d4ed.json","content_hash":"5872ee70b85be37ccdab3debd0322a132f037bc40f50eaf590c084a6e4a9dc03","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/thunnini Description: Experimentation library for comparing fine-tuners for neural sequential predictors. Language: Python License: Apache-2.0 Stars: 10 Forks: 3 Open issues: 0 Created: 2025-05-22T19:46:23Z Pushed: 2025-10-17T14:26:56Z Default branch: main Fork: no Archived: no README: Thunnini Thunnini Demo notebook: [](https://colab.research.google.com/github/google-deepmind/thunnini/blob/master/colabs/ThunniniDemo.ipynb)
Full Thunnini experiment notebook: [](https://colab.research.google.com/github/google-deepmind/thunnini/blob/master/colabs/ThunniniExperiment.ipynb) For more details and use-cases, see Thunnini's main publication:
**Understanding Prompt Tuning and In-Context Learning via Meta-Learning** (Genewein et al. 2025, NeurIPS 2025, [arXiv](https://arxiv.org/abs/2505.17010), [NeurIPS poster](https://neurips.cc/virtual/2025/poster/117226)). --- Thunnini is an experimentation library to study and understand fundamental aspects of fine-tuners for neural sequence predictors. Currently, 9..."}],"related_signals":[{"id":"02f8701d-7bfd-41b5-aabe-1ad72a880dfb","url":"https://onlylabs.fyi/signals/02f8701d-7bfd-41b5-aabe-1ad72a880dfb","source_url":"https://github.com/google-deepmind/unpic","title":"google-deepmind/unpic","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T14:37:24+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"35320cac-ddbe-4f25-a3b5-384a0ca0030b","url":"https://onlylabs.fyi/signals/35320cac-ddbe-4f25-a3b5-384a0ca0030b","source_url":"https://github.com/google-deepmind/seeing_without_pixels","title":"google-deepmind/seeing_without_pixels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-03T04:04:52+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","url":"https://onlylabs.fyi/signals/62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","source_url":"https://github.com/google-deepmind/nested","title":"google-deepmind/nested","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-18T16:16:42+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"e67b1d5f-ef62-4574-80df-a72a4bded705","url":"https://onlylabs.fyi/signals/e67b1d5f-ef62-4574-80df-a72a4bded705","source_url":"https://github.com/google-deepmind/science-skills","title":"google-deepmind/science-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T16:17:41+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"7b714793-a56e-495b-8d57-85fd2850555a","url":"https://onlylabs.fyi/signals/7b714793-a56e-495b-8d57-85fd2850555a","source_url":"https://github.com/google-deepmind/alphaproof-nexus-results","title":"google-deepmind/alphaproof-nexus-results","context":"Lean","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T09:59:21+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"dab748d2-53d6-4972-a594-eb6bfbf727ea","url":"https://onlylabs.fyi/signals/dab748d2-53d6-4972-a594-eb6bfbf727ea","source_url":"https://github.com/google-deepmind/tecci","title":"google-deepmind/tecci","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-05T12:22:40+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"}]}