{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Model: microsoft/Phi-Ground-Any","description":"Microsoft model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440","json_url":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440/signal.json","generated_at":"2026-06-11T02:40:52.865194+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440","signal_json":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440/signal.json","source":"https://huggingface.co/microsoft/Phi-Ground-Any","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/Phi-Ground-Any. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 1.4K HF downloads · Small release, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/microsoft/Phi-Ground-Any","source_host":"huggingface.co","occurred_at":"2026-05-07T05:00:37+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"mit","source":"model"},{"label":"Downloads","value":"1.4K","source":"traction"},{"label":"Likes","value":"16","source":"traction"},{"label":"Notability","value":"Small release, moderate traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model 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model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show 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/88d30efc-0807-4bec-bc56-e5ad56abe440/signal.json","required":true},{"label":"source","url":"https://huggingface.co/microsoft/Phi-Ground-Any","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 evidence, analyze Microsoft's model signal \"microsoft/Phi-Ground-Any\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published model","object":"microsoft/Phi-Ground-Any","text":"Microsoft published model microsoft/Phi-Ground-Any."},{"subject":"microsoft/Phi-Ground-Any","predicate":"is classified as","object":"model signal","text":"microsoft/Phi-Ground-Any is classified as model signal."},{"subject":"microsoft/Phi-Ground-Any","predicate":"belongs to","object":"releases desk","text":"microsoft/Phi-Ground-Any belongs to releases desk."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Phi-Ground-Any has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has captured page count","object":"1","text":"microsoft/Phi-Ground-Any has captured page count 1."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has readable page count","object":"1","text":"microsoft/Phi-Ground-Any has readable page count 1."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has related signal count","object":"6","text":"microsoft/Phi-Ground-Any has related signal count 6."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/Phi-Ground-Any has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has source host","object":"huggingface.co","text":"microsoft/Phi-Ground-Any has source host huggingface.co."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has lab","object":"Microsoft","text":"microsoft/Phi-Ground-Any has lab Microsoft."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has signal desk","object":"releases","text":"microsoft/Phi-Ground-Any has signal desk releases."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has source host","object":"huggingface.co","text":"microsoft/Phi-Ground-Any has source host huggingface.co."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has license","object":"mit","text":"microsoft/Phi-Ground-Any has license mit."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has downloads","object":"1.4K","text":"microsoft/Phi-Ground-Any has downloads 1.4K."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has likes","object":"16","text":"microsoft/Phi-Ground-Any has likes 16."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has notability","object":"Small release, moderate traction.","text":"microsoft/Phi-Ground-Any has notability Small release, moderate traction.."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has watch term","object":"Eval methodology","text":"microsoft/Phi-Ground-Any has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/Phi-Ground-Any. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 1.4K HF downloads · Small release, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published model","object":"microsoft/Phi-Ground-Any","text":"Microsoft published model microsoft/Phi-Ground-Any."},{"subject":"microsoft/Phi-Ground-Any","predicate":"is classified as","object":"model signal","text":"microsoft/Phi-Ground-Any is classified as model signal."},{"subject":"microsoft/Phi-Ground-Any","predicate":"belongs to","object":"releases desk","text":"microsoft/Phi-Ground-Any belongs to releases desk."},{"subject":"microsoft/Phi-Ground-Any","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Phi-Ground-Any has evidence coverage 1 captured evidence page."}]},"signal":{"id":"88d30efc-0807-4bec-bc56-e5ad56abe440","url":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440","json_url":"https://onlylabs.fyi/signals/88d30efc-0807-4bec-bc56-e5ad56abe440/signal.json","source_url":"https://huggingface.co/microsoft/Phi-Ground-Any","title":"microsoft/Phi-Ground-Any","summary":"Microsoft published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-07T05:00:37+00:00","first_seen_at":"2026-06-06T01:49:31.285803+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://huggingface.co/microsoft/Phi-Ground-Any/raw/main/README.md"]},"facets":{"license":"mit"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":1370,"hf_likes":16},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/microsoft/Phi-Ground-Any/raw/main/README.md","final_url":"https://huggingface.co/microsoft/Phi-Ground-Any/raw/main/README.md","title":"microsoft/Phi-Ground-Any model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.865194+00:00","bytes":3859,"raw_path":"e9e6cce52c13b2de71f8434f273be8f2951554acb8eeebe93bb255074d35522f.md","content_hash":"666e12200e5700ad3243fcdcfa3621db587e7d5b95be3315ef79b6c4f880a7e4","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit base_model: - microsoft/Phi-3.5-vision-instruct tags: - GUI - Agent - Grounding - CUA --- Microsoft Phi-Ground-Any-4B <p align=\"center\"> <a href=\"https://microsoft.github.io/Phi-Ground/\" target=\"_blank\">🤖 HomePage</a> | <a href=\"https://arxiv.org/abs/2605.12501\" target=\"_blank\">📄 Paper </a> | <a href=\"https://arxiv.org/abs/2605.12501\" target=\"_blank\">📄 Arxiv </a> | <a href=\"https://huggingface.co/microsoft/Phi-Ground-Any\" target=\"_blank\"> 😊 Model </a> | <a href=\"https://github.com/microsoft/Phi-Ground/tree/main/benchmark/\" target=\"_blank\"> 😊 Eval data </a> </p> ![overview](docs/images/intro.png) **Phi-Ground-Any-4B** is one of the Phi-Ground model family, finetuned from [microsoft/Phi-3.5-vision-instruct](https://huggingface.co/microsoft/Phi-3.5-vision-instruct) with fixed input resolution 1680x1008. Main results ![overview](docs/images/r1.png) Usage The current `transformers` version can be verified with: `pip list | grep transformers`. Examples of required packages: ``` flash_attn==2.5.8 numpy==1.24.4 Pillow==10.3.0 Requests==2.31.0 torch==2.3.0 torchvision==0.18.0 transformers==4.43.0 accelerate==0.30.0 ``` Input Formats The model require strict input..."},"evidence_pages":[{"url":"https://huggingface.co/microsoft/Phi-Ground-Any/raw/main/README.md","final_url":"https://huggingface.co/microsoft/Phi-Ground-Any/raw/main/README.md","title":"microsoft/Phi-Ground-Any model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.865194+00:00","bytes":3859,"raw_path":"e9e6cce52c13b2de71f8434f273be8f2951554acb8eeebe93bb255074d35522f.md","content_hash":"666e12200e5700ad3243fcdcfa3621db587e7d5b95be3315ef79b6c4f880a7e4","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit base_model: - microsoft/Phi-3.5-vision-instruct tags: - GUI - Agent - Grounding - CUA --- Microsoft Phi-Ground-Any-4B <p align=\"center\"> <a href=\"https://microsoft.github.io/Phi-Ground/\" target=\"_blank\">🤖 HomePage</a> | <a href=\"https://arxiv.org/abs/2605.12501\" target=\"_blank\">📄 Paper </a> | <a href=\"https://arxiv.org/abs/2605.12501\" target=\"_blank\">📄 Arxiv </a> | <a href=\"https://huggingface.co/microsoft/Phi-Ground-Any\" target=\"_blank\"> 😊 Model </a> | <a href=\"https://github.com/microsoft/Phi-Ground/tree/main/benchmark/\" target=\"_blank\"> 😊 Eval data </a> </p> ![overview](docs/images/intro.png) **Phi-Ground-Any-4B** is one of the Phi-Ground model family, finetuned from [microsoft/Phi-3.5-vision-instruct](https://huggingface.co/microsoft/Phi-3.5-vision-instruct) with fixed input resolution 1680x1008. Main results ![overview](docs/images/r1.png) Usage The current `transformers` version can be verified with: `pip list | grep transformers`. Examples of required packages: ``` flash_attn==2.5.8 numpy==1.24.4 Pillow==10.3.0 Requests==2.31.0 torch==2.3.0 torchvision==0.18.0 transformers==4.43.0 accelerate==0.30.0 ``` Input Formats The model require strict input..."}],"related_signals":[{"id":"4b2486b9-1b30-479d-83b0-1ecdb938fc3e","url":"https://onlylabs.fyi/signals/4b2486b9-1b30-479d-83b0-1ecdb938fc3e","source_url":"https://huggingface.co/microsoft/vermeer-XL-CA","title":"microsoft/vermeer-XL-CA","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:46+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"ed425799-510e-430b-afae-0378abf54ad4","url":"https://onlylabs.fyi/signals/ed425799-510e-430b-afae-0378abf54ad4","source_url":"https://huggingface.co/microsoft/vermeer-XL","title":"microsoft/vermeer-XL","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:37+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"8e9eb1bc-b6f3-4133-b1bd-ed73a410f238","url":"https://onlylabs.fyi/signals/8e9eb1bc-b6f3-4133-b1bd-ed73a410f238","source_url":"https://huggingface.co/microsoft/vermeer-L-AP","title":"microsoft/vermeer-L-AP","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:01+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"819ae628-aeba-490d-9114-24573764895e","url":"https://onlylabs.fyi/signals/819ae628-aeba-490d-9114-24573764895e","source_url":"https://huggingface.co/microsoft/vermeer-L","title":"microsoft/vermeer-L","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:54:56+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"e94cc53d-d858-48ba-880d-83f8f6c663fb","url":"https://onlylabs.fyi/signals/e94cc53d-d858-48ba-880d-83f8f6c663fb","source_url":"https://huggingface.co/microsoft/Lens-Base","title":"microsoft/Lens-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T06:08:02+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"eb0c95f2-16bc-426d-853e-aa8d34996f15","url":"https://onlylabs.fyi/signals/eb0c95f2-16bc-426d-853e-aa8d34996f15","source_url":"https://huggingface.co/microsoft/Lens-Turbo","title":"microsoft/Lens-Turbo","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T06:06:39+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"}]}