{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Model: ibm-granite/granite-4.0-1b-speech","description":"IBM (Granite) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b","json_url":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b/signal.json","generated_at":"2026-06-11T02:49:42.425906+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/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b","signal_json":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b/signal.json","source":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech","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-4.0-1b-speech. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 92.5K HF downloads · High HF downloads for a notable IBM speech model release. 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-4.0-1b-speech","source_host":"huggingface.co","occurred_at":"2026-02-27T22:26:19+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":"automatic-speech-recognition","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"2.3B","source":"model"},{"label":"Downloads","value":"92.5K","source":"traction"},{"label":"Likes","value":"247","source":"traction"},{"label":"Notability","value":"High HF downloads for a notable IBM speech model release","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"}],"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-4.0-1b-speech/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:42.425906+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b/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/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b/signal.json","required":true},{"label":"source","url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech","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-4.0-1b-speech\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published model","object":"ibm-granite/granite-4.0-1b-speech","text":"IBM (Granite) published model ibm-granite/granite-4.0-1b-speech."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"is classified as","object":"model signal","text":"ibm-granite/granite-4.0-1b-speech is classified as model signal."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"belongs to","object":"releases desk","text":"ibm-granite/granite-4.0-1b-speech belongs to releases desk."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.0-1b-speech has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has captured page count","object":"1","text":"ibm-granite/granite-4.0-1b-speech has captured page count 1."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has readable page count","object":"1","text":"ibm-granite/granite-4.0-1b-speech has readable page count 1."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has related signal count","object":"6","text":"ibm-granite/granite-4.0-1b-speech has related signal count 6."},{"subject":"ibm-granite/granite-4.0-1b-speech","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-4.0-1b-speech 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-4.0-1b-speech","predicate":"has source host","object":"huggingface.co","text":"ibm-granite/granite-4.0-1b-speech has source host huggingface.co."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite-4.0-1b-speech has lab IBM (Granite)."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has signal desk","object":"releases","text":"ibm-granite/granite-4.0-1b-speech has signal desk releases."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has source host","object":"huggingface.co","text":"ibm-granite/granite-4.0-1b-speech has source host huggingface.co."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has task","object":"automatic-speech-recognition","text":"ibm-granite/granite-4.0-1b-speech has task automatic-speech-recognition."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has license","object":"apache-2.0","text":"ibm-granite/granite-4.0-1b-speech has license apache-2.0."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has library","object":"transformers","text":"ibm-granite/granite-4.0-1b-speech has library transformers."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has params","object":"2.3B","text":"ibm-granite/granite-4.0-1b-speech has params 2.3B."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has downloads","object":"92.5K","text":"ibm-granite/granite-4.0-1b-speech has downloads 92.5K."}]},"intelligence":{"signal_desk":"releases","answer":"IBM (Granite) published ibm-granite/granite-4.0-1b-speech. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 92.5K HF downloads · High HF downloads for a notable IBM speech model release. 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-4.0-1b-speech","text":"IBM (Granite) published model ibm-granite/granite-4.0-1b-speech."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"is classified as","object":"model signal","text":"ibm-granite/granite-4.0-1b-speech is classified as model signal."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"belongs to","object":"releases desk","text":"ibm-granite/granite-4.0-1b-speech belongs to releases desk."},{"subject":"ibm-granite/granite-4.0-1b-speech","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.0-1b-speech has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b","url":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b","json_url":"https://onlylabs.fyi/signals/f9bf5a0a-6ce1-4b7b-b6c7-667d657eba2b/signal.json","source_url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech","title":"ibm-granite/granite-4.0-1b-speech","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":"2026-02-27T22:26:19+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-4.0-1b-speech/raw/main/README.md"]},"facets":{"pipeline_tag":"automatic-speech-recognition","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":92537,"hf_likes":247},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech/raw/main/README.md","final_url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech/raw/main/README.md","title":"ibm-granite/granite-4.0-1b-speech model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:42.425906+00:00","bytes":16325,"raw_path":"0a22f0a8d4d59ac2b59b02ee1a5310a741d94933261b40c1b726894c31fb9f27.md","content_hash":"29466fa9692e2feacbe6b688833299196ebcbbdb3eb7f901ee935739cba6120a","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - multilingual - en - fr - de - es - pt - ja base_model: - ibm-granite/granite-4.0-1b-base library_name: transformers --- Granite-4.0-1b-speech **Model Summary:** Granite-4.0-1b-speech is a compact and efficient speech-language model, specifically designed for multilingual automatic speech recognition (ASR) and bidirectional automatic speech translation (AST). The model was trained on a collection of public corpora comprising of diverse datasets for ASR and AST as well as synthetic datasets tailored to support Japanese ASR, keyword-biased ASR and speech translation. Granite-4.0-1b-speech was trained by modality aligning [granite-4.0-1b-base](https://huggingface.co/ibm-granite/granite-4.0-1b-base) to speech on publicly available open source corpora containing audio inputs and text targets. Compared to [granite-speech-3.3-2b](https://huggingface.co/ibm-granite/granite-speech-3.3-2b) and [granite-speech-3.3-8b](https://huggingface.co/ibm-granite/granite-speech-3.3-8b), this model has the following additional capabilities and improvements: * Supports multilingual speech inputs in English, French, German, Spanish, Portuguese and Japanese, * Provides..."},"evidence_pages":[{"url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech/raw/main/README.md","final_url":"https://huggingface.co/ibm-granite/granite-4.0-1b-speech/raw/main/README.md","title":"ibm-granite/granite-4.0-1b-speech model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:42.425906+00:00","bytes":16325,"raw_path":"0a22f0a8d4d59ac2b59b02ee1a5310a741d94933261b40c1b726894c31fb9f27.md","content_hash":"29466fa9692e2feacbe6b688833299196ebcbbdb3eb7f901ee935739cba6120a","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - multilingual - en - fr - de - es - pt - ja base_model: - ibm-granite/granite-4.0-1b-base library_name: transformers --- Granite-4.0-1b-speech **Model Summary:** Granite-4.0-1b-speech is a compact and efficient speech-language model, specifically designed for multilingual automatic speech recognition (ASR) and bidirectional automatic speech translation (AST). The model was trained on a collection of public corpora comprising of diverse datasets for ASR and AST as well as synthetic datasets tailored to support Japanese ASR, keyword-biased ASR and speech translation. Granite-4.0-1b-speech was trained by modality aligning [granite-4.0-1b-base](https://huggingface.co/ibm-granite/granite-4.0-1b-base) to speech on publicly available open source corpora containing audio inputs and text targets. Compared to [granite-speech-3.3-2b](https://huggingface.co/ibm-granite/granite-speech-3.3-2b) and [granite-speech-3.3-8b](https://huggingface.co/ibm-granite/granite-speech-3.3-8b), this model has the following additional capabilities and improvements: * Supports multilingual speech inputs in English, French, German, Spanish, Portuguese and Japanese, * Provides..."}],"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"}]}