{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Model: google/tipsv2-b14","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/e2db2580-0b41-44b1-8747-d40f084a1b12","json_url":"https://onlylabs.fyi/signals/e2db2580-0b41-44b1-8747-d40f084a1b12/signal.json","generated_at":"2026-06-11T02:40:59.106219+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/e2db2580-0b41-44b1-8747-d40f084a1b12","signal_json":"https://onlylabs.fyi/signals/e2db2580-0b41-44b1-8747-d40f084a1b12/signal.json","source":"https://huggingface.co/google/tipsv2-b14","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-b14. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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has signal desk releases."},{"subject":"google/tipsv2-b14","predicate":"has source host","object":"huggingface.co","text":"google/tipsv2-b14 has source host huggingface.co."},{"subject":"google/tipsv2-b14","predicate":"has task","object":"zero-shot-image-classification","text":"google/tipsv2-b14 has task zero-shot-image-classification."},{"subject":"google/tipsv2-b14","predicate":"has license","object":"apache-2.0","text":"google/tipsv2-b14 has license apache-2.0."},{"subject":"google/tipsv2-b14","predicate":"has library","object":"transformers","text":"google/tipsv2-b14 has library transformers."},{"subject":"google/tipsv2-b14","predicate":"has params","object":"195.9M","text":"google/tipsv2-b14 has params 195.9M."},{"subject":"google/tipsv2-b14","predicate":"has downloads","object":"16.4K","text":"google/tipsv2-b14 has downloads 16.4K."}]},"intelligence":{"signal_desk":"releases","answer":"Google (DeepMind / Gemini) published google/tipsv2-b14. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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This is the Base variant with 86M vision params and 110M 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-b14/raw/main/README.md","final_url":"https://huggingface.co/google/tipsv2-b14/raw/main/README.md","title":"google/tipsv2-b14 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:59.106219+00:00","bytes":4335,"raw_path":"dc26fbf4b22ba8dad4bb39e14e9785b952bfd88390401611022f8125cdb8044d.md","content_hash":"3ca5f355664517e7916223c9c128bf13dea77ca13fd74ea236d04389c0cda181","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 — B/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 Base variant with 86M vision params and 110M 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"}]}