{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/granite-tsfm","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195","json_url":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195/signal.json","generated_at":"2026-06-11T04:19:59.076119+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/84c3311b-1cd8-47b0-8947-b1c1caf60195","signal_json":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195/signal.json","source":"https://github.com/ibm-granite/granite-tsfm","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-tsfm (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/granite-tsfm · language Jupyter Notebook. 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-tsfm","source_host":"github.com","occurred_at":"2023-02-27T22:56:45+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/granite-tsfm","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"860","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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-tsfm"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:19:59.076119+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195/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/84c3311b-1cd8-47b0-8947-b1c1caf60195/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/granite-tsfm","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-tsfm\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite-tsfm","text":"IBM (Granite) published repo ibm-granite/granite-tsfm."},{"subject":"ibm-granite/granite-tsfm","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-tsfm is classified as repo signal."},{"subject":"ibm-granite/granite-tsfm","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-tsfm belongs to repos desk."},{"subject":"ibm-granite/granite-tsfm","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/granite-tsfm has context Jupyter Notebook."},{"subject":"ibm-granite/granite-tsfm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-tsfm has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite-tsfm","predicate":"has captured page count","object":"1","text":"ibm-granite/granite-tsfm has captured page count 1."},{"subject":"ibm-granite/granite-tsfm","predicate":"has readable page count","object":"1","text":"ibm-granite/granite-tsfm has readable page count 1."},{"subject":"ibm-granite/granite-tsfm","predicate":"has related signal count","object":"6","text":"ibm-granite/granite-tsfm has related signal count 6."},{"subject":"ibm-granite/granite-tsfm","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-tsfm 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-tsfm","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-tsfm has source host github.com."},{"subject":"ibm-granite/granite-tsfm","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite-tsfm has lab IBM (Granite)."},{"subject":"ibm-granite/granite-tsfm","predicate":"has signal desk","object":"repos","text":"ibm-granite/granite-tsfm has signal desk repos."},{"subject":"ibm-granite/granite-tsfm","predicate":"has source host","object":"github.com","text":"ibm-granite/granite-tsfm has source host github.com."},{"subject":"ibm-granite/granite-tsfm","predicate":"has repository","object":"ibm-granite/granite-tsfm","text":"ibm-granite/granite-tsfm has repository ibm-granite/granite-tsfm."},{"subject":"ibm-granite/granite-tsfm","predicate":"has language","object":"Jupyter Notebook","text":"ibm-granite/granite-tsfm has language Jupyter Notebook."},{"subject":"ibm-granite/granite-tsfm","predicate":"has stars","object":"860","text":"ibm-granite/granite-tsfm has stars 860."},{"subject":"ibm-granite/granite-tsfm","predicate":"has watch term","object":"Eval methodology","text":"ibm-granite/granite-tsfm has watch term Eval methodology."},{"subject":"ibm-granite/granite-tsfm","predicate":"has watch term","object":"Model card","text":"ibm-granite/granite-tsfm has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/granite-tsfm (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/granite-tsfm · language Jupyter Notebook. 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-tsfm","text":"IBM (Granite) published repo ibm-granite/granite-tsfm."},{"subject":"ibm-granite/granite-tsfm","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite-tsfm is classified as repo signal."},{"subject":"ibm-granite/granite-tsfm","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite-tsfm belongs to repos desk."},{"subject":"ibm-granite/granite-tsfm","predicate":"has context","object":"Jupyter Notebook","text":"ibm-granite/granite-tsfm has context Jupyter Notebook."},{"subject":"ibm-granite/granite-tsfm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite-tsfm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"84c3311b-1cd8-47b0-8947-b1c1caf60195","url":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195","json_url":"https://onlylabs.fyi/signals/84c3311b-1cd8-47b0-8947-b1c1caf60195/signal.json","source_url":"https://github.com/ibm-granite/granite-tsfm","title":"ibm-granite/granite-tsfm","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":"2023-02-27T22:56:45+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/granite-tsfm"]},"facets":{"repo":"ibm-granite/granite-tsfm","language":"Jupyter Notebook"},"traction":{"github_stars":860,"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/granite-tsfm","final_url":"https://github.com/ibm-granite/granite-tsfm","title":"ibm-granite/granite-tsfm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:59.076119+00:00","bytes":11729,"raw_path":"927797686ec23a002ead41436ef4d719d1d0945301c66cb4c9dbb49eadf874ca.json","content_hash":"feebf9a8256edca5d415c5bf65747b58ec392244f7106eab8f0e23a99fb98c35","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite-tsfm Description: Foundation Models for Time Series Language: Jupyter Notebook License: Apache-2.0 Stars: 860 Forks: 275 Open issues: 11 Created: 2023-02-27T22:56:45Z Pushed: 2026-06-03T12:28:47Z Default branch: main Fork: no Archived: no README: TSFM: Time Series Foundation Models Public notebooks, utilities, and serving components for working with Time Series Foundation Models (TSFM). The core TSFM time series models have been made available on Hugging Face -- check out the granite time series collection [here](https://huggingface.co/collections/ibm-granite/granite-time-series-models). Additional details can be found in our [wiki](https://github.com/ibm-granite/granite-tsfm/wiki). Information on the services component can be found [here](https://github.com/ibm-granite/granite-tsfm/blob/main/services/inference/README.md). Python Version The current Python versions supported are 3.10, 3.11, 3.12, 3.13. Initial Setup First clone the repository: ```bash git clone \"https://github.com/ibm-granite/granite-tsfm.git\" cd granite-tsfm ``` 📕 Notebooks Installation Several notebooks are provided in the `notebooks` folder. They allow you to perform pre-training and..."},"evidence_pages":[{"url":"https://github.com/ibm-granite/granite-tsfm","final_url":"https://github.com/ibm-granite/granite-tsfm","title":"ibm-granite/granite-tsfm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:59.076119+00:00","bytes":11729,"raw_path":"927797686ec23a002ead41436ef4d719d1d0945301c66cb4c9dbb49eadf874ca.json","content_hash":"feebf9a8256edca5d415c5bf65747b58ec392244f7106eab8f0e23a99fb98c35","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite-tsfm Description: Foundation Models for Time Series Language: Jupyter Notebook License: Apache-2.0 Stars: 860 Forks: 275 Open issues: 11 Created: 2023-02-27T22:56:45Z Pushed: 2026-06-03T12:28:47Z Default branch: main Fork: no Archived: no README: TSFM: Time Series Foundation Models Public notebooks, utilities, and serving components for working with Time Series Foundation Models (TSFM). The core TSFM time series models have been made available on Hugging Face -- check out the granite time series collection [here](https://huggingface.co/collections/ibm-granite/granite-time-series-models). Additional details can be found in our [wiki](https://github.com/ibm-granite/granite-tsfm/wiki). Information on the services component can be found [here](https://github.com/ibm-granite/granite-tsfm/blob/main/services/inference/README.md). Python Version The current Python versions supported are 3.10, 3.11, 3.12, 3.13. Initial Setup First clone the repository: ```bash git clone \"https://github.com/ibm-granite/granite-tsfm.git\" cd granite-tsfm ``` 📕 Notebooks Installation Several notebooks are provided in the `notebooks` folder. They allow you to perform pre-training and..."}],"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":"42761200-5764-4026-8bfe-a7a6d9454ed6","url":"https://onlylabs.fyi/signals/42761200-5764-4026-8bfe-a7a6d9454ed6","source_url":"https://github.com/ibm-granite/gguf","title":"ibm-granite/gguf","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"}]}