{"schema_version":"onlylabs.public_signal.v1","title":"Meta AI (Llama) Release: meta-llama/llama-cookbook v0.0.5","description":"Meta AI (Llama) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d","json_url":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d/signal.json","generated_at":"2026-06-11T03:47:28.886301+00:00","org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/meta-ai","dossier_json_url":"https://onlylabs.fyi/labs/meta-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d","signal_json":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d/signal.json","source":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","lab_dossier":"https://onlylabs.fyi/labs/meta-ai","lab_dossier_json":"https://onlylabs.fyi/labs/meta-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/meta-ai","analysis_json":"https://onlylabs.fyi/analysis/meta-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Meta AI (Llama) published meta-llama/llama-cookbook v0.0.5 (meta-llama/llama-cookbook). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update of a cookbook repo. · Llama-cookbook v0.0.5 Release Repository: meta-llama/llama-cookbook Tag: v0.0.5 Published: 2025-01-22T18:56:24Z Prerelease: no Release notes: Llama-cookbook v0.0.5.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","source_host":"github.com","occurred_at":"2025-01-22T18:56:24+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source","context":"meta-llama/llama-cookbook"},"context_markers":[{"label":"Lab","value":"Meta AI (Llama)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"meta-llama/llama-cookbook","source":"source"},{"label":"Release","value":"Llama-cookbook v0.0.5 Release","source":"source"},{"label":"Notability","value":"Minor version update of a cookbook repo.","source":"signal"},{"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/meta-llama/llama-cookbook/releases/tag/v0.0.5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:47:28.886301+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d/signal.json","dossier_json":"https://onlylabs.fyi/labs/meta-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/meta-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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 changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d/signal.json","required":true},{"label":"source","url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/meta-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Meta AI (Llama)'s release signal \"meta-llama/llama-cookbook v0.0.5\" for frontier lab strategy."},"semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"released","object":"meta-llama/llama-cookbook v0.0.5","text":"Meta AI (Llama) released meta-llama/llama-cookbook v0.0.5."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"is classified as","object":"release signal","text":"meta-llama/llama-cookbook v0.0.5 is classified as release signal."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"belongs to","object":"releases desk","text":"meta-llama/llama-cookbook v0.0.5 belongs to releases desk."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has context","object":"meta-llama/llama-cookbook","text":"meta-llama/llama-cookbook v0.0.5 has context meta-llama/llama-cookbook."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/llama-cookbook v0.0.5 has evidence coverage 1 captured evidence page."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has captured page count","object":"1","text":"meta-llama/llama-cookbook v0.0.5 has captured page count 1."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has readable page count","object":"1","text":"meta-llama/llama-cookbook v0.0.5 has readable page count 1."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has related signal count","object":"6","text":"meta-llama/llama-cookbook v0.0.5 has related signal count 6."},{"subject":"meta-llama/llama-cookbook v0.0.5","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":"meta-llama/llama-cookbook v0.0.5 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has source host","object":"github.com","text":"meta-llama/llama-cookbook v0.0.5 has source host github.com."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has lab","object":"Meta AI (Llama)","text":"meta-llama/llama-cookbook v0.0.5 has lab Meta AI (Llama)."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has signal desk","object":"releases","text":"meta-llama/llama-cookbook v0.0.5 has signal desk releases."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has source host","object":"github.com","text":"meta-llama/llama-cookbook v0.0.5 has source host github.com."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has repository","object":"meta-llama/llama-cookbook","text":"meta-llama/llama-cookbook v0.0.5 has repository meta-llama/llama-cookbook."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has release","object":"Llama-cookbook v0.0.5 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update of a cookbook repo. · Llama-cookbook v0.0.5 Release Repository: meta-llama/llama-cookbook Tag: v0.0.5 Published: 2025-01-22T18:56:24Z Prerelease: no Release notes: Llama-cookbook v0.0.5.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"released","object":"meta-llama/llama-cookbook v0.0.5","text":"Meta AI (Llama) released meta-llama/llama-cookbook v0.0.5."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"is classified as","object":"release signal","text":"meta-llama/llama-cookbook v0.0.5 is classified as release signal."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"belongs to","object":"releases desk","text":"meta-llama/llama-cookbook v0.0.5 belongs to releases desk."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has context","object":"meta-llama/llama-cookbook","text":"meta-llama/llama-cookbook v0.0.5 has context meta-llama/llama-cookbook."},{"subject":"meta-llama/llama-cookbook v0.0.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/llama-cookbook v0.0.5 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"50ac0182-5443-4b49-9c8a-151c5bacad5d","url":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d","json_url":"https://onlylabs.fyi/signals/50ac0182-5443-4b49-9c8a-151c5bacad5d/signal.json","source_url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","title":"meta-llama/llama-cookbook v0.0.5","summary":"Meta AI (Llama) published release notes. onlylabs watches releases for what actually shipped.","context":"meta-llama/llama-cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-01-22T18:56:24+00:00","first_seen_at":"2026-06-05T20:05:43.255555+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/meta-llama/llama-cookbook/releases/tag/v0.0.5"]},"facets":{"repo":"meta-llama/llama-cookbook"},"traction":{"github_stars":null,"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/meta-llama/llama-cookbook/releases/tag/v0.0.5","final_url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","title":"meta-llama/llama-cookbook v0.0.5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:47:28.886301+00:00","bytes":14359,"raw_path":"22883a8d6b84968970fa84558faa150666d9905bb515b8736076150f7be9eda7.json","content_hash":"bd529d2fea17ba99f4b80c0cc509001f607b444bc68ee0e99c1d43b44f0062c1","excerpt_chars":1200,"truncated":true,"excerpt":"Llama-cookbook v0.0.5 Release Repository: meta-llama/llama-cookbook Tag: v0.0.5 Published: 2025-01-22T18:56:24Z Prerelease: no Release notes: Llama-cookbook v0.0.5 Release Notes This release changes the package name from `llama_recipes` to `llama_cookbook` and deprecates the `llama_recipes` package name. Highlighted Changes --- - Name: `llama_cookbook` and `pip install llama-cookbook` - Update instructions https://github.com/meta-llama/llama-cookbook/pull/852 - Update src package https://github.com/meta-llama/llama-cookbook/pull/861, https://github.com/meta-llama/llama-cookbook/pull/848 What's Changed * Improve discoverability of 3.2 recipes by @subramen in https://github.com/meta-llama/llama-cookbook/pull/684 * fix readme by @wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/679 * fix AutoModel and bump transformers version to 4.45 by @wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/686 * post1 release version bump by @mreso in https://github.com/meta-llama/llama-cookbook/pull/687 * Update multi_modal_infer.py by @init27 in https://github.com/meta-llama/llama-cookbook/pull/696 * Add recipe for Llama Triaging & Reporting Tool by @subramen in..."},"evidence_pages":[{"url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","final_url":"https://github.com/meta-llama/llama-cookbook/releases/tag/v0.0.5","title":"meta-llama/llama-cookbook v0.0.5","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:47:28.886301+00:00","bytes":14359,"raw_path":"22883a8d6b84968970fa84558faa150666d9905bb515b8736076150f7be9eda7.json","content_hash":"bd529d2fea17ba99f4b80c0cc509001f607b444bc68ee0e99c1d43b44f0062c1","excerpt_chars":1200,"truncated":true,"excerpt":"Llama-cookbook v0.0.5 Release Repository: meta-llama/llama-cookbook Tag: v0.0.5 Published: 2025-01-22T18:56:24Z Prerelease: no Release notes: Llama-cookbook v0.0.5 Release Notes This release changes the package name from `llama_recipes` to `llama_cookbook` and deprecates the `llama_recipes` package name. Highlighted Changes --- - Name: `llama_cookbook` and `pip install llama-cookbook` - Update instructions https://github.com/meta-llama/llama-cookbook/pull/852 - Update src package https://github.com/meta-llama/llama-cookbook/pull/861, https://github.com/meta-llama/llama-cookbook/pull/848 What's Changed * Improve discoverability of 3.2 recipes by @subramen in https://github.com/meta-llama/llama-cookbook/pull/684 * fix readme by @wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/679 * fix AutoModel and bump transformers version to 4.45 by @wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/686 * post1 release version bump by @mreso in https://github.com/meta-llama/llama-cookbook/pull/687 * Update multi_modal_infer.py by @init27 in https://github.com/meta-llama/llama-cookbook/pull/696 * Add recipe for Llama Triaging & Reporting Tool by @subramen in..."}],"related_signals":[{"id":"ce4f7d0f-c488-4370-8861-88bec8b99a8e","url":"https://onlylabs.fyi/signals/ce4f7d0f-c488-4370-8861-88bec8b99a8e","source_url":"https://github.com/meta-llama/llama-api-python/releases/tag/v0.6.0","title":"meta-llama/llama-api-python v0.6.0","context":"meta-llama/llama-api-python","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-12-18T20:30:36+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"},{"id":"712e5cd3-a89e-493d-956a-861df3ea1740","url":"https://onlylabs.fyi/signals/712e5cd3-a89e-493d-956a-861df3ea1740","source_url":"https://github.com/meta-llama/llama-api-typescript/releases/tag/v0.3.0","title":"meta-llama/llama-api-typescript v0.3.0","context":"meta-llama/llama-api-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-10-01T21:07:11+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"},{"id":"878dde83-092b-430b-a267-2e74946eb1ff","url":"https://onlylabs.fyi/signals/878dde83-092b-430b-a267-2e74946eb1ff","source_url":"https://github.com/meta-llama/llama-api-python/releases/tag/v0.5.0","title":"meta-llama/llama-api-python v0.5.0","context":"meta-llama/llama-api-python","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-10-01T21:06:34+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"},{"id":"675b789b-600c-45b3-8c21-646660ca9ffa","url":"https://onlylabs.fyi/signals/675b789b-600c-45b3-8c21-646660ca9ffa","source_url":"https://github.com/meta-llama/llama-api-typescript/releases/tag/v0.2.3","title":"meta-llama/llama-api-typescript v0.2.3","context":"meta-llama/llama-api-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-09-29T19:53:45+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"},{"id":"9e3b4122-0487-4c08-a71d-5a3f5e76d397","url":"https://onlylabs.fyi/signals/9e3b4122-0487-4c08-a71d-5a3f5e76d397","source_url":"https://github.com/meta-llama/llama-api-typescript/releases/tag/v0.2.2","title":"meta-llama/llama-api-typescript v0.2.2","context":"meta-llama/llama-api-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-09-17T22:05:07+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"},{"id":"ed704719-9e7a-44df-8259-203e71979bbc","url":"https://onlylabs.fyi/signals/ed704719-9e7a-44df-8259-203e71979bbc","source_url":"https://github.com/meta-llama/llama-api-python/releases/tag/v0.4.0","title":"meta-llama/llama-api-python v0.4.0","context":"meta-llama/llama-api-python","kind":{"key":"release","label":"Release"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-09-17T21:03:43+00:00","first_seen_at":"2026-06-05T20:05:43.255555+00:00","date_source":"source"}]}