{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/trecvit","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/a49c6201-37d4-4b97-9943-24a6078fc7e5","json_url":"https://onlylabs.fyi/signals/a49c6201-37d4-4b97-9943-24a6078fc7e5/signal.json","generated_at":"2026-06-11T04:00:31.602028+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/a49c6201-37d4-4b97-9943-24a6078fc7e5","signal_json":"https://onlylabs.fyi/signals/a49c6201-37d4-4b97-9943-24a6078fc7e5/signal.json","source":"https://github.com/google-deepmind/trecvit","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/trecvit (Python). 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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TRecViT proposes a new factorisation that relies on gated linear recurrent units (LRUs) for mixing information over time, self-attention for mixing information over space, and MLPs for mixing over channels. This architecture achieves SOTA results on SSv2 when compared to causal models and outperforms or is competitive with non-causal vanilla Transformers on SSv2 and Kinetics400, while having significantly less parameters and smaller memory footprint and FLOPs count. The model can be trained in supervised or self-supervised regimes (e.g. masked auto-encoding). TRecViT Paper: https://arxiv.org/abs/2412.14294 ![architecture diagram](./figures/diagram.png) Installation ```bash create environment (requires python>=3.10.0) python3 -m venv trecvit_env source trecvit_env/bin/activate get repo git..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/trecvit","final_url":"https://github.com/google-deepmind/trecvit","title":"google-deepmind/trecvit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:31.602028+00:00","bytes":11633,"raw_path":"7ccf8dce672697203cd0602fb1f3a6de4614c686875f7e39c93743554eb822e9.json","content_hash":"945eb5ab87a544402ba67f786a0f69a6b12865ea14d50c9d8ab9be423107ea54","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/trecvit Language: Python License: Apache-2.0 Stars: 27 Forks: 4 Open issues: 2 Created: 2025-04-17T17:58:33Z Pushed: 2026-01-10T13:22:22Z Default branch: main Fork: no Archived: no README: <!-- mdlint off(LINE_OVER_80) --> [TRecViT](https://arxiv.org/abs/2412.14294) Welcome to the Google DeepMind Github repository for TRecViT, a novel architecture for efficient video modelling. 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TRecViT Paper: https://arxiv.org/abs/2412.14294 ![architecture diagram](./figures/diagram.png) Installation ```bash create environment (requires python>=3.10.0) python3 -m venv trecvit_env source trecvit_env/bin/activate get repo git..."}],"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"}]}