{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Model: google/tipsv2-g14","description":"Google (DeepMind / Gemini) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/91a3713b-c542-4313-bc23-0e34d1c63b63","json_url":"https://onlylabs.fyi/signals/91a3713b-c542-4313-bc23-0e34d1c63b63/signal.json","generated_at":"2026-06-11T02:41:00.429708+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/91a3713b-c542-4313-bc23-0e34d1c63b63","signal_json":"https://onlylabs.fyi/signals/91a3713b-c542-4313-bc23-0e34d1c63b63/signal.json","source":"https://huggingface.co/google/tipsv2-g14","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google/tipsv2-g14. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/91a3713b-c542-4313-bc23-0e34d1c63b63/signal.json","required":true},{"label":"source","url":"https://huggingface.co/google/tipsv2-g14","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 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has signal desk releases."},{"subject":"google/tipsv2-g14","predicate":"has source host","object":"huggingface.co","text":"google/tipsv2-g14 has source host huggingface.co."},{"subject":"google/tipsv2-g14","predicate":"has task","object":"zero-shot-image-classification","text":"google/tipsv2-g14 has task zero-shot-image-classification."},{"subject":"google/tipsv2-g14","predicate":"has license","object":"apache-2.0","text":"google/tipsv2-g14 has license apache-2.0."},{"subject":"google/tipsv2-g14","predicate":"has library","object":"transformers","text":"google/tipsv2-g14 has library transformers."},{"subject":"google/tipsv2-g14","predicate":"has params","object":"1.5B","text":"google/tipsv2-g14 has params 1.5B."},{"subject":"google/tipsv2-g14","predicate":"has downloads","object":"4K","text":"google/tipsv2-g14 has downloads 4K."}]},"intelligence":{"signal_desk":"releases","answer":"Google (DeepMind / Gemini) published google/tipsv2-g14. 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This is the Giant variant with 1.1B vision params and 389M text params. Try the code snippets below or check out the [GitHub repo](https://github.com/google-deepmind/tips) for more use cases and visualizations, including zero-shot segmentation. | Variant | Vision params | Text params | Embed dim | DPT Heads | |---------|--------------|-------------|-----------|-----------| | [B/14](https://huggingface.co/google/tipsv2-b14) | 86M | 110M | 768 | [B/14-dpt](https://huggingface.co/google/tipsv2-b14-dpt) | | [L/14](https://huggingface.co/google/tipsv2-l14) | 303M | 184M | 1024 | [L/14-dpt](https://huggingface.co/google/tipsv2-l14-dpt) | | [SO400m/14](https://huggingface.co/google/tipsv2-so400m14) | 412M | 448M | 1152 | [SO400m/14-dpt](https://huggingface.co/google/tipsv2-so400m14-dpt) | |..."},"evidence_pages":[{"url":"https://huggingface.co/google/tipsv2-g14/raw/main/README.md","final_url":"https://huggingface.co/google/tipsv2-g14/raw/main/README.md","title":"google/tipsv2-g14 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:41:00.429708+00:00","bytes":4342,"raw_path":"e817aa9e04ab99259a902664ed64638b19e102b5ebbfef5a70dd01f881b61af2.md","content_hash":"974101c1c4160ef632294a8183c28652759c26afd0623ba10764e5d436ebc6cc","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 tags: - vision - image-text - contrastive-learning - zero-shot - feature-extraction library_name: transformers pipeline_tag: zero-shot-image-classification --- TIPSv2 — g/14 TIPSv2 (Text-Image Pre-training with Spatial awareness) is a family of contrastive vision-language models that produce spatially rich image features aligned with text embeddings. This is the Giant variant with 1.1B vision params and 389M text params. Try the code snippets below or check out the [GitHub repo](https://github.com/google-deepmind/tips) for more use cases and visualizations, including zero-shot segmentation. | Variant | Vision params | Text params | Embed dim | DPT Heads | |---------|--------------|-------------|-----------|-----------| | [B/14](https://huggingface.co/google/tipsv2-b14) | 86M | 110M | 768 | [B/14-dpt](https://huggingface.co/google/tipsv2-b14-dpt) | | [L/14](https://huggingface.co/google/tipsv2-l14) | 303M | 184M | 1024 | [L/14-dpt](https://huggingface.co/google/tipsv2-l14-dpt) | | [SO400m/14](https://huggingface.co/google/tipsv2-so400m14) | 412M | 448M | 1152 | [SO400m/14-dpt](https://huggingface.co/google/tipsv2-so400m14-dpt) | |..."}],"related_signals":[{"id":"dc3f7316-5b55-4076-b61a-9a8ffd7a39de","url":"https://onlylabs.fyi/signals/dc3f7316-5b55-4076-b61a-9a8ffd7a39de","source_url":"https://huggingface.co/google/diffusiongemma-26B-A4B-it","title":"google/diffusiongemma-26B-A4B-it","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-09T12:40:12+00:00","first_seen_at":"2026-06-11T07:01:08.251078+00:00","date_source":"source"},{"id":"f58bdfb9-0e0c-4b1a-bb6d-8a3624fac327","url":"https://onlylabs.fyi/signals/f58bdfb9-0e0c-4b1a-bb6d-8a3624fac327","source_url":"https://huggingface.co/google/gemma-4-12B-it-qat-q4_0-unquantized-assistant","title":"google/gemma-4-12B-it-qat-q4_0-unquantized-assistant","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T22:58:12+00:00","first_seen_at":"2026-06-06T01:49:30.777233+00:00","date_source":"source"},{"id":"84a69417-279f-40e1-8ebc-df721d885b16","url":"https://onlylabs.fyi/signals/84a69417-279f-40e1-8ebc-df721d885b16","source_url":"https://huggingface.co/google/gemma-4-12B-it-qat-q4_0-unquantized","title":"google/gemma-4-12B-it-qat-q4_0-unquantized","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T05:20:28+00:00","first_seen_at":"2026-06-06T01:49:30.777233+00:00","date_source":"source"},{"id":"744d962a-8846-4465-8fd9-b9c10989c769","url":"https://onlylabs.fyi/signals/744d962a-8846-4465-8fd9-b9c10989c769","source_url":"https://huggingface.co/google/CircularNet","title":"google/CircularNet","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-02T16:49:49+00:00","first_seen_at":"2026-06-06T01:49:30.777233+00:00","date_source":"source"},{"id":"bdf07c85-5eb4-4573-b293-bc19df10e294","url":"https://onlylabs.fyi/signals/bdf07c85-5eb4-4573-b293-bc19df10e294","source_url":"https://huggingface.co/google/gemma-4-31B-it-qat-q4_0-unquantized-assistant","title":"google/gemma-4-31B-it-qat-q4_0-unquantized-assistant","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-29T19:19:43+00:00","first_seen_at":"2026-06-06T01:49:30.777233+00:00","date_source":"source"},{"id":"bc524648-11ff-4365-8b3e-a7793a0d2d4d","url":"https://onlylabs.fyi/signals/bc524648-11ff-4365-8b3e-a7793a0d2d4d","source_url":"https://huggingface.co/google/gemma-4-26B-A4B-it-qat-q4_0-unquantized-assistant","title":"google/gemma-4-26B-A4B-it-qat-q4_0-unquantized-assistant","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-29T19:19:16+00:00","first_seen_at":"2026-06-06T01:49:30.777233+00:00","date_source":"source"}]}