{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Model: ibm-granite/granite-4.0-3b-vision","description":"IBM (Granite) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c","json_url":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c/signal.json","generated_at":"2026-06-11T02:49:41.649321+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c","signal_json":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c/signal.json","source":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"IBM (Granite) published ibm-granite/granite-4.0-3b-vision. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 83.3K HF downloads · Strong downloads, notable model from IBM. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision","source_host":"huggingface.co","occurred_at":"2026-03-03T18:03:28+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"image-text-to-text","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"4B","source":"model"},{"label":"Downloads","value":"83.3K","source":"traction"},{"label":"Likes","value":"111","source":"traction"},{"label":"Notability","value":"Strong downloads, notable model from IBM","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/ibm-granite/granite-4.0-3b-vision/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:41.649321+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c/signal.json","dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn 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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c/signal.json","required":true},{"label":"source","url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","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 IBM (Granite)'s model signal \"ibm-granite/granite-4.0-3b-vision\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published model","object":"ibm-granite/granite-4.0-3b-vision","text":"IBM (Granite) published model ibm-granite/granite-4.0-3b-vision."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"is classified as","object":"model signal","text":"ibm-granite/granite-4.0-3b-vision is classified as model signal."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"belongs to","object":"releases desk","text":"ibm-granite/granite-4.0-3b-vision belongs to releases desk."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.0-3b-vision has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has captured page count","object":"1","text":"ibm-granite/granite-4.0-3b-vision has captured page count 1."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has readable page count","object":"1","text":"ibm-granite/granite-4.0-3b-vision has readable page count 1."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has related signal count","object":"6","text":"ibm-granite/granite-4.0-3b-vision has related signal count 6."},{"subject":"ibm-granite/granite-4.0-3b-vision","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":"ibm-granite/granite-4.0-3b-vision has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has source host","object":"huggingface.co","text":"ibm-granite/granite-4.0-3b-vision has source host huggingface.co."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite-4.0-3b-vision has lab IBM (Granite)."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has signal desk","object":"releases","text":"ibm-granite/granite-4.0-3b-vision has signal desk releases."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has source host","object":"huggingface.co","text":"ibm-granite/granite-4.0-3b-vision has source host huggingface.co."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has task","object":"image-text-to-text","text":"ibm-granite/granite-4.0-3b-vision has task image-text-to-text."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has license","object":"apache-2.0","text":"ibm-granite/granite-4.0-3b-vision has license apache-2.0."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has library","object":"transformers","text":"ibm-granite/granite-4.0-3b-vision has library transformers."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has params","object":"4B","text":"ibm-granite/granite-4.0-3b-vision has params 4B."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has downloads","object":"83.3K","text":"ibm-granite/granite-4.0-3b-vision has downloads 83.3K."}]},"intelligence":{"signal_desk":"releases","answer":"IBM (Granite) published ibm-granite/granite-4.0-3b-vision. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 83.3K HF downloads · Strong downloads, notable model from IBM. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published model","object":"ibm-granite/granite-4.0-3b-vision","text":"IBM (Granite) published model ibm-granite/granite-4.0-3b-vision."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"is classified as","object":"model signal","text":"ibm-granite/granite-4.0-3b-vision is classified as model signal."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"belongs to","object":"releases desk","text":"ibm-granite/granite-4.0-3b-vision belongs to releases desk."},{"subject":"ibm-granite/granite-4.0-3b-vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.0-3b-vision has evidence coverage 1 captured evidence page."}]},"signal":{"id":"78071a60-cbc6-4fb2-af28-2b2c60d2d79c","url":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c","json_url":"https://onlylabs.fyi/signals/78071a60-cbc6-4fb2-af28-2b2c60d2d79c/signal.json","source_url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision","title":"ibm-granite/granite-4.0-3b-vision","summary":"IBM (Granite) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-03-03T18:03:28+00:00","first_seen_at":"2026-06-06T01:49:32.480987+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/ibm-granite/granite-4.0-3b-vision/raw/main/README.md"]},"facets":{"pipeline_tag":"image-text-to-text","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":83314,"hf_likes":111},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision/raw/main/README.md","final_url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision/raw/main/README.md","title":"ibm-granite/granite-4.0-3b-vision model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:41.649321+00:00","bytes":18102,"raw_path":"5bc9cc53c12a61b99d2a03c63267c657c63df66cd09ebee17c348b8e8d83c23f.md","content_hash":"90b590ed6660c2ce97002e8fa79ee6db70e01f67f1bfc131b31fec1239fa4d49","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en license: apache-2.0 pipeline_tag: image-text-to-text library_name: transformers new_version: ibm-granite/granite-vision-4.1-4b --- Granite 4.0 3B Vision **Model Summary:** Granite-4.0-3B-Vision is a vision-language model (VLM) designed for enterprise-grade document data extraction. It focuses on specialized, complex extraction tasks that ultracompact models often struggle with: - **Chart extraction:** Converting charts into structured, machine-readable formats (Chart2CSV, Chart2Summary, and Chart2Code) - **Table extraction:** Accurately extracting tables with complex layouts from document images to JSON, HTML, or OTSL - **Semantic Key-Value Pair (KVP) extraction:** Extracting values based on key names and descriptions across diverse document layouts The model is delivered as a LoRA adapter on top of [Granite 4.0 Micro](https://huggingface.co/ibm-granite/granite-4.0-micro), with a 3.5B base LLM and 0.5B LoRA adapters. This enables a single deployment to support both multimodal document understanding and text-only workloads — the base model handles text-only requests without loading the adapter. See [Model Architecture](#model-architecture) for details. The..."},"evidence_pages":[{"url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision/raw/main/README.md","final_url":"https://huggingface.co/ibm-granite/granite-4.0-3b-vision/raw/main/README.md","title":"ibm-granite/granite-4.0-3b-vision model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:41.649321+00:00","bytes":18102,"raw_path":"5bc9cc53c12a61b99d2a03c63267c657c63df66cd09ebee17c348b8e8d83c23f.md","content_hash":"90b590ed6660c2ce97002e8fa79ee6db70e01f67f1bfc131b31fec1239fa4d49","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en license: apache-2.0 pipeline_tag: image-text-to-text library_name: transformers new_version: ibm-granite/granite-vision-4.1-4b --- Granite 4.0 3B Vision **Model Summary:** Granite-4.0-3B-Vision is a vision-language model (VLM) designed for enterprise-grade document data extraction. It focuses on specialized, complex extraction tasks that ultracompact models often struggle with: - **Chart extraction:** Converting charts into structured, machine-readable formats (Chart2CSV, Chart2Summary, and Chart2Code) - **Table extraction:** Accurately extracting tables with complex layouts from document images to JSON, HTML, or OTSL - **Semantic Key-Value Pair (KVP) extraction:** Extracting values based on key names and descriptions across diverse document layouts The model is delivered as a LoRA adapter on top of [Granite 4.0 Micro](https://huggingface.co/ibm-granite/granite-4.0-micro), with a 3.5B base LLM and 0.5B LoRA adapters. This enables a single deployment to support both multimodal document understanding and text-only workloads — the base model handles text-only requests without loading the adapter. See [Model Architecture](#model-architecture) for details. The..."}],"related_signals":[{"id":"6a42de62-d2ba-440c-87ea-0079fba78164","url":"https://onlylabs.fyi/signals/6a42de62-d2ba-440c-87ea-0079fba78164","source_url":"https://huggingface.co/ibm-granite/granite-switch-4.1-30b-preview","title":"ibm-granite/granite-switch-4.1-30b-preview","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-05-01T13:39:57+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"},{"id":"6310586e-770d-46e5-a2a8-d71171b15479","url":"https://onlylabs.fyi/signals/6310586e-770d-46e5-a2a8-d71171b15479","source_url":"https://huggingface.co/ibm-granite/granite-switch-4.1-8b-preview","title":"ibm-granite/granite-switch-4.1-8b-preview","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-05-01T13:39:14+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"},{"id":"9b4a3388-d27b-44b1-98ee-cc4daae4d27c","url":"https://onlylabs.fyi/signals/9b4a3388-d27b-44b1-98ee-cc4daae4d27c","source_url":"https://huggingface.co/ibm-granite/granite-switch-4.1-3b-preview","title":"ibm-granite/granite-switch-4.1-3b-preview","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-05-01T13:38:10+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"},{"id":"37afec7f-e546-4223-9c5d-cc788bb5d763","url":"https://onlylabs.fyi/signals/37afec7f-e546-4223-9c5d-cc788bb5d763","source_url":"https://huggingface.co/ibm-granite/granite-guardian-4.1-8b","title":"ibm-granite/granite-guardian-4.1-8b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T13:58:50+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"},{"id":"a665bb13-a9bc-466e-a92a-687f9759042f","url":"https://onlylabs.fyi/signals/a665bb13-a9bc-466e-a92a-687f9759042f","source_url":"https://huggingface.co/ibm-granite/granite-vision-4.1-4b","title":"ibm-granite/granite-vision-4.1-4b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T13:58:07+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"},{"id":"1c70b285-82a6-49e7-9c35-def958a01c53","url":"https://onlylabs.fyi/signals/1c70b285-82a6-49e7-9c35-def958a01c53","source_url":"https://huggingface.co/ibm-granite/granite-speech-4.1-2b-plus","title":"ibm-granite/granite-speech-4.1-2b-plus","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T13:55:49+00:00","first_seen_at":"2026-06-06T01:49:32.480987+00:00","date_source":"source"}]}