{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/granite-4.2-language-models","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa","json_url":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa/signal.json","generated_at":"2026-09-09T19:10:57.201Z","evidence_latest_fetched_at":"2026-08-26T07:02:26.755619+00:00","signal_first_seen_at":"2026-08-26T07:00:46.469933+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/a9be9b0b-395d-4a15-95a7-5b909d24b3aa","signal_json":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa/signal.json","source":"https://github.com/ibm-granite/granite-4.2-language-models","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"IBM (Granite) published ibm-granite/granite-4.2-language-models. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite-4.2-language-models · ibm-granite/granite-4.2-language-models License: Apache-2.0 Stars: 8 Forks: 1 Open issues: 1 Created: 2026-08-23T16:27:49Z Pushed: 2026-08-25T21:01:25Z Default branch:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/ibm-granite/granite-4.2-language-models","source_host":"github.com","occurred_at":"2026-08-23T16:27:49+00:00","first_seen_at":"2026-08-26T07:00:46.469933+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ibm-granite/granite-4.2-language-models","source":"source"},{"label":"Stars","value":"25","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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://github.com/ibm-granite/granite-4.2-language-models"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-26T07:02:26.755619+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/granite-4.2-language-models","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":null,"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 repo signal \"ibm-granite/granite-4.2-language-models\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite-4.2-language-models","text":"IBM (Granite) published repo ibm-granite/granite-4.2-language-models."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-4.2-language-models is classified as repo signal."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-4.2-language-models belongs to repos desk."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.2-language-models has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has captured page count","object":"1","text":"ibm-granite/granite-4.2-language-models has captured page count 1."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has readable page count","object":"1","text":"ibm-granite/granite-4.2-language-models has readable page count 1."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has related signal count","object":"6","text":"ibm-granite/granite-4.2-language-models has related signal count 6."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"ibm-granite/granite-4.2-language-models has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-4.2-language-models has source host github.com."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite-4.2-language-models has lab IBM (Granite)."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has signal desk","object":"repos","text":"ibm-granite/granite-4.2-language-models has signal desk repos."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-4.2-language-models has source host github.com."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has repository","object":"ibm-granite/granite-4.2-language-models","text":"ibm-granite/granite-4.2-language-models has repository ibm-granite/granite-4.2-language-models."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has stars","object":"25","text":"ibm-granite/granite-4.2-language-models has stars 25."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has watch term","object":"Eval methodology","text":"ibm-granite/granite-4.2-language-models has watch term Eval methodology."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has watch term","object":"Data pipeline","text":"ibm-granite/granite-4.2-language-models has watch term Data pipeline."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has watch term","object":"Infrastructure","text":"ibm-granite/granite-4.2-language-models has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/granite-4.2-language-models. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite-4.2-language-models · ibm-granite/granite-4.2-language-models License: Apache-2.0 Stars: 8 Forks: 1 Open issues: 1 Created: 2026-08-23T16:27:49Z Pushed: 2026-08-25T21:01:25Z Default branch:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite-4.2-language-models","text":"IBM (Granite) published repo ibm-granite/granite-4.2-language-models."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-4.2-language-models is classified as repo signal."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-4.2-language-models belongs to repos desk."},{"subject":"ibm-granite/granite-4.2-language-models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-4.2-language-models has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a9be9b0b-395d-4a15-95a7-5b909d24b3aa","url":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa","json_url":"https://onlylabs.fyi/signals/a9be9b0b-395d-4a15-95a7-5b909d24b3aa/signal.json","source_url":"https://github.com/ibm-granite/granite-4.2-language-models","title":"ibm-granite/granite-4.2-language-models","summary":"IBM (Granite) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-08-23T16:27:49+00:00","first_seen_at":"2026-08-26T07:00:46.469933+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://github.com/ibm-granite/granite-4.2-language-models"]},"facets":{"repo":"ibm-granite/granite-4.2-language-models"},"traction":{"github_stars":25,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/ibm-granite/granite-4.2-language-models","final_url":"https://github.com/ibm-granite/granite-4.2-language-models","title":"ibm-granite/granite-4.2-language-models repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-26T07:02:26.755619+00:00","bytes":19085,"raw_path":"eef824a67ac328c92db3487a3feec1c3ff41d0bb63622604bb7f0715935d2fac.json","content_hash":"df496ad7f823be7714721d451fbeef99c33c745303036e4feb6cb17ab9917217","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite-4.2-language-models License: Apache-2.0 Stars: 8 Forks: 1 Open issues: 1 Created: 2026-08-23T16:27:49Z Pushed: 2026-08-25T21:01:25Z Default branch: main Fork: no Archived: no README: :hugs: HuggingFace Collection&nbsp | :hugs: HuggingFace Technical Blog | :speech_balloon: Discussions Page&nbsp --- Overview Granite is a family of open-source large language models developed by IBM, designed for enterprise and research use. Granite models are built to be versatile, safe, and efficient — covering a range of sizes and capabilities from compact edge-deployable models to large-scale reasoning systems. The Granite 4.2 generation introduces native reasoning (thinking) capabilities, allowing models to perform step-by-step chain-of-thought reasoning before producing final answers. This significantly improves performance on complex math, coding, multi-step logic, and agentic tool-calling tasks. The Granite 4.2 familiy features dense decoder-only architectures in three sizes — 3B, 8B, and 30B, with quantized variants per model size. The Granite 4.2 dense models are post-trained on top of Granite 4.1 base models. Please refer to the [Granite 4.1..."},"evidence_pages":[],"related_signals":[{"id":"26b7c465-5c2a-4daa-8596-42df3f3320bf","url":"https://onlylabs.fyi/signals/26b7c465-5c2a-4daa-8596-42df3f3320bf","source_url":"https://github.com/ibm-granite/TaRPLM","title":"ibm-granite/TaRPLM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-22T23:58:18+00:00","first_seen_at":"2026-07-23T07:00:46.838612+00:00","date_source":"source"},{"id":"10c775cb-6f61-4cff-9021-74f97d1bb977","url":"https://onlylabs.fyi/signals/10c775cb-6f61-4cff-9021-74f97d1bb977","source_url":"https://github.com/ibm-granite/granite-speech","title":"ibm-granite/granite-speech","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-01T18:46:23+00:00","first_seen_at":"2026-07-02T07:01:38.097857+00:00","date_source":"source"},{"id":"4f821e3e-75d4-4588-90ea-a518fe04230c","url":"https://onlylabs.fyi/signals/4f821e3e-75d4-4588-90ea-a518fe04230c","source_url":"https://github.com/ibm-granite/granite.build","title":"ibm-granite/granite.build","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-27T18:39:04+00:00","first_seen_at":"2026-06-10T07:01:34.694876+00:00","date_source":"source"},{"id":"0306497b-0387-4ddf-8f5f-a6f44ab0f419","url":"https://onlylabs.fyi/signals/0306497b-0387-4ddf-8f5f-a6f44ab0f419","source_url":"https://github.com/ibm-granite/granite-4.1-language-models","title":"ibm-granite/granite-4.1-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-21T02:54:18+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","source_url":"https://github.com/ibm-granite/granite.debug-tools","title":"ibm-granite/granite.debug-tools","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T18:30:00+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"7b666562-79c5-49eb-a1f0-f6273bddbf3f","url":"https://onlylabs.fyi/signals/7b666562-79c5-49eb-a1f0-f6273bddbf3f","source_url":"https://github.com/ibm-granite/granite.trust.policy-tools","title":"ibm-granite/granite.trust.policy-tools","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-14T20:19:25+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"}]}