{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/gguf","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6","json_url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6/signal.json","generated_at":"2026-06-11T03:22:49.126284+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/42761200-5764-4026-8bfe-a7a6d9454ed6","signal_json":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6/signal.json","source":"https://github.com/ibm-granite/gguf","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/gguf (Jupyter Notebook). 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/gguf · language Jupyter Notebook · Low stars, routine repo.. 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/gguf","source_host":"github.com","occurred_at":"2025-10-02T20:06:28+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source","context":"Jupyter Notebook"},"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/gguf","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"4","source":"traction"},{"label":"Notability","value":"Low stars, routine repo.","source":"signal"},{"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://github.com/ibm-granite/gguf"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:22:49.126284+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6/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/42761200-5764-4026-8bfe-a7a6d9454ed6/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/gguf","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/gguf\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/gguf","text":"IBM (Granite) published repo ibm-granite/gguf."},{"subject":"ibm-granite/gguf","predicate":"is classified as","object":"repo signal","text":"ibm-granite/gguf is classified as repo signal."},{"subject":"ibm-granite/gguf","predicate":"belongs to","object":"repos desk","text":"ibm-granite/gguf belongs to repos desk."},{"subject":"ibm-granite/gguf","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/gguf has context Jupyter Notebook."},{"subject":"ibm-granite/gguf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/gguf has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/gguf","predicate":"has captured page count","object":"1","text":"ibm-granite/gguf has captured page count 1."},{"subject":"ibm-granite/gguf","predicate":"has readable page count","object":"1","text":"ibm-granite/gguf has readable page count 1."},{"subject":"ibm-granite/gguf","predicate":"has related signal count","object":"6","text":"ibm-granite/gguf has related signal count 6."},{"subject":"ibm-granite/gguf","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/gguf 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/gguf","predicate":"has source host","object":"github.com","text":"ibm-granite/gguf has source host github.com."},{"subject":"ibm-granite/gguf","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/gguf has lab IBM (Granite)."},{"subject":"ibm-granite/gguf","predicate":"has signal desk","object":"repos","text":"ibm-granite/gguf has signal desk repos."},{"subject":"ibm-granite/gguf","predicate":"has source host","object":"github.com","text":"ibm-granite/gguf has source host github.com."},{"subject":"ibm-granite/gguf","predicate":"has repository","object":"ibm-granite/gguf","text":"ibm-granite/gguf has repository ibm-granite/gguf."},{"subject":"ibm-granite/gguf","predicate":"has language","object":"Jupyter Notebook","text":"ibm-granite/gguf has language Jupyter Notebook."},{"subject":"ibm-granite/gguf","predicate":"has stars","object":"4","text":"ibm-granite/gguf has stars 4."},{"subject":"ibm-granite/gguf","predicate":"has notability","object":"Low stars, routine repo.","text":"ibm-granite/gguf has notability Low stars, routine repo.."},{"subject":"ibm-granite/gguf","predicate":"has watch term","object":"Model card","text":"ibm-granite/gguf has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/gguf (Jupyter Notebook). 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/gguf · language Jupyter Notebook · Low stars, routine repo.. 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/gguf","text":"IBM (Granite) published repo ibm-granite/gguf."},{"subject":"ibm-granite/gguf","predicate":"is classified as","object":"repo signal","text":"ibm-granite/gguf is classified as repo signal."},{"subject":"ibm-granite/gguf","predicate":"belongs to","object":"repos desk","text":"ibm-granite/gguf belongs to repos desk."},{"subject":"ibm-granite/gguf","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/gguf has context Jupyter Notebook."},{"subject":"ibm-granite/gguf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/gguf has evidence coverage 1 captured evidence page."}]},"signal":{"id":"42761200-5764-4026-8bfe-a7a6d9454ed6","url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6","json_url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6/signal.json","source_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf","summary":"IBM (Granite) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-02T20:06:28+00:00","first_seen_at":"2026-06-05T20:58:46.537084+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/gguf"]},"facets":{"repo":"ibm-granite/gguf","language":"Jupyter Notebook"},"traction":{"github_stars":4,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/ibm-granite/gguf","final_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:49.126284+00:00","bytes":25918,"raw_path":"371364ae0dbc43b6ba68d5832d3469511f4c430c14ee14e7ef573da7389f28d8.json","content_hash":"6f13a7cada8afc85222569552061eec80bc70ef3fd79f527c05cc04fc2b69f0a","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/gguf Description: CI/CD for IBM model GGUF conversions, quantizations and packagings for partner delivery Language: Jupyter Notebook License: Apache-2.0 Stars: 4 Forks: 0 Open issues: 1 Created: 2025-10-02T20:06:28Z Pushed: 2025-10-17T16:08:16Z Default branch: main Fork: no Archived: no README: gguf This repository provides an automated CI/CD process to convert, test and deploy IBM Granite models, in safetensor format, from the `ibm-granite` organization to versioned IBM GGUF collections in Hugging Face Hub under the [`ibm-research` organization](https://huggingface.co/collections/ibm-research). This includes: - [Granite 3.2 Models (GGUF)](https://huggingface.co/collections/ibm-research/granite-32-models-gguf-67bf411f8eb52909dde3532b) Topic index - [Target IBM models for format conversion](#target-ibm-models-for-format-conversion) - [Supported IBM Granite models (GGUF)](#supported-ibm-granite-models-gguf) - [Language](#language) - [Guardian](#guardian) - [Vision](#vision) - [Embedding](#embedding-dense) - [GGUF Conversion & Quantization](#gguf-conversion--quantization) - [GGUF Verification Testing](#gguf-verification-testing) - [References](#references) - [Releasing..."},"evidence_pages":[{"url":"https://github.com/ibm-granite/gguf","final_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:49.126284+00:00","bytes":25918,"raw_path":"371364ae0dbc43b6ba68d5832d3469511f4c430c14ee14e7ef573da7389f28d8.json","content_hash":"6f13a7cada8afc85222569552061eec80bc70ef3fd79f527c05cc04fc2b69f0a","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/gguf Description: CI/CD for IBM model GGUF conversions, quantizations and packagings for partner delivery Language: Jupyter Notebook License: Apache-2.0 Stars: 4 Forks: 0 Open issues: 1 Created: 2025-10-02T20:06:28Z Pushed: 2025-10-17T16:08:16Z Default branch: main Fork: no Archived: no README: gguf This repository provides an automated CI/CD process to convert, test and deploy IBM Granite models, in safetensor format, from the `ibm-granite` organization to versioned IBM GGUF collections in Hugging Face Hub under the [`ibm-research` organization](https://huggingface.co/collections/ibm-research). This includes: - [Granite 3.2 Models (GGUF)](https://huggingface.co/collections/ibm-research/granite-32-models-gguf-67bf411f8eb52909dde3532b) Topic index - [Target IBM models for format conversion](#target-ibm-models-for-format-conversion) - [Supported IBM Granite models (GGUF)](#supported-ibm-granite-models-gguf) - [Language](#language) - [Guardian](#guardian) - [Vision](#vision) - [Embedding](#embedding-dense) - [GGUF Conversion & Quantization](#gguf-conversion--quantization) - [GGUF Verification Testing](#gguf-verification-testing) - [References](#references) - [Releasing..."}],"related_signals":[{"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"},{"id":"1ae5177d-6666-4c84-bf03-b1f20824572f","url":"https://onlylabs.fyi/signals/1ae5177d-6666-4c84-bf03-b1f20824572f","source_url":"https://github.com/ibm-granite/granite-4.0-nano-language-models","title":"ibm-granite/granite-4.0-nano-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-10-09T21:11:08+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"},{"id":"bf4b4a22-9c60-431e-a1e8-0027da27519c","url":"https://onlylabs.fyi/signals/bf4b4a22-9c60-431e-a1e8-0027da27519c","source_url":"https://github.com/ibm-granite/granite-4.0-language-models","title":"ibm-granite/granite-4.0-language-models","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2025-09-17T17:27:15+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source"}]}