{"schema_version":"onlylabs.public_signal.v1","title":"Meta AI (Llama) Repo: meta-llama/llama-models","description":"Meta AI (Llama) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9","json_url":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9/signal.json","generated_at":"2026-06-11T03:59:58.352313+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/57becf89-298e-4dff-9357-1d7df42851d9","signal_json":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9/signal.json","source":"https://github.com/meta-llama/llama-models","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Meta AI (Llama) published meta-llama/llama-models (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo meta-llama/llama-models · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/meta-llama/llama-models","source_host":"github.com","occurred_at":"2024-06-27T22:14:09+00:00","first_seen_at":"2026-06-05T05:42:58.710806+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Meta AI (Llama)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"meta-llama/llama-models","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"7,625","source":"traction"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and 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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","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9/signal.json","required":true},{"label":"source","url":"https://github.com/meta-llama/llama-models","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":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 Meta AI (Llama)'s repo signal \"meta-llama/llama-models\" for frontier lab strategy."},"semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"published repo","object":"meta-llama/llama-models","text":"Meta AI (Llama) published repo meta-llama/llama-models."},{"subject":"meta-llama/llama-models","predicate":"is classified as","object":"repo signal","text":"meta-llama/llama-models is classified as repo signal."},{"subject":"meta-llama/llama-models","predicate":"belongs to","object":"repos desk","text":"meta-llama/llama-models belongs to repos desk."},{"subject":"meta-llama/llama-models","predicate":"has context","object":"Python","text":"meta-llama/llama-models has context Python."},{"subject":"meta-llama/llama-models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/llama-models has evidence coverage 1 captured evidence page."},{"subject":"meta-llama/llama-models","predicate":"has captured page count","object":"1","text":"meta-llama/llama-models has captured page count 1."},{"subject":"meta-llama/llama-models","predicate":"has readable page count","object":"1","text":"meta-llama/llama-models has readable page count 1."},{"subject":"meta-llama/llama-models","predicate":"has related signal count","object":"6","text":"meta-llama/llama-models has related signal count 6."},{"subject":"meta-llama/llama-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":"meta-llama/llama-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":"meta-llama/llama-models","predicate":"has source host","object":"github.com","text":"meta-llama/llama-models has source host github.com."},{"subject":"meta-llama/llama-models","predicate":"has lab","object":"Meta AI (Llama)","text":"meta-llama/llama-models has lab Meta AI (Llama)."},{"subject":"meta-llama/llama-models","predicate":"has signal desk","object":"repos","text":"meta-llama/llama-models has signal desk repos."},{"subject":"meta-llama/llama-models","predicate":"has source host","object":"github.com","text":"meta-llama/llama-models has source host github.com."},{"subject":"meta-llama/llama-models","predicate":"has repository","object":"meta-llama/llama-models","text":"meta-llama/llama-models has repository meta-llama/llama-models."},{"subject":"meta-llama/llama-models","predicate":"has language","object":"Python","text":"meta-llama/llama-models has language Python."},{"subject":"meta-llama/llama-models","predicate":"has stars","object":"7,625","text":"meta-llama/llama-models has stars 7,625."},{"subject":"meta-llama/llama-models","predicate":"has watch term","object":"Model card","text":"meta-llama/llama-models has watch term Model card."},{"subject":"meta-llama/llama-models","predicate":"has watch term","object":"Infrastructure","text":"meta-llama/llama-models has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Meta AI (Llama) published meta-llama/llama-models (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo meta-llama/llama-models · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"published repo","object":"meta-llama/llama-models","text":"Meta AI (Llama) published repo meta-llama/llama-models."},{"subject":"meta-llama/llama-models","predicate":"is classified as","object":"repo signal","text":"meta-llama/llama-models is classified as repo signal."},{"subject":"meta-llama/llama-models","predicate":"belongs to","object":"repos desk","text":"meta-llama/llama-models belongs to repos desk."},{"subject":"meta-llama/llama-models","predicate":"has context","object":"Python","text":"meta-llama/llama-models has context Python."},{"subject":"meta-llama/llama-models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/llama-models has evidence coverage 1 captured evidence page."}]},"signal":{"id":"57becf89-298e-4dff-9357-1d7df42851d9","url":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9","json_url":"https://onlylabs.fyi/signals/57becf89-298e-4dff-9357-1d7df42851d9/signal.json","source_url":"https://github.com/meta-llama/llama-models","title":"meta-llama/llama-models","summary":"Meta AI (Llama) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2024-06-27T22:14:09+00:00","first_seen_at":"2026-06-05T05:42:58.710806+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-models"]},"facets":{"repo":"meta-llama/llama-models","language":"Python"},"traction":{"github_stars":7625,"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-models","final_url":"https://github.com/meta-llama/llama-models","title":"meta-llama/llama-models repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:58.352313+00:00","bytes":17849,"raw_path":"821b8326a21d4710c911aecdcb67ccaca30741c9783e2b1059a9a6a0720cb465.json","content_hash":"886bb3b0baf3f8d12acb048f94cfd19a8215947ec77babf998c02044e91f0238","excerpt_chars":1200,"truncated":true,"excerpt":"meta-llama/llama-models Description: Utilities intended for use with Llama models. Language: Python License: NOASSERTION Stars: 7625 Forks: 1386 Open issues: 204 Created: 2024-06-27T22:14:09Z Pushed: 2026-02-11T16:38:31Z Default branch: main Fork: no Archived: no README: <p align=\"center\"> <img src=\"/Llama_Repo.jpeg\" width=\"400\"/> </p> <p align=\"center\"> 🤗 <a href=\"https://huggingface.co/meta-Llama\"> Models on Hugging Face</a>&nbsp | <a href=\"https://ai.meta.com/blog/\"> Blog</a>&nbsp | <a href=\"https://llama.meta.com/\">Website</a>&nbsp | <a href=\"https://llama.meta.com/get-started/\">Get Started</a>&nbsp | <a href=\"https://github.com/meta-llama/llama-cookbook\">Llama Cookbook</a>&nbsp <br> --- Llama Models Llama is an accessible, open large language model (LLM) designed for developers, researchers, and businesses to build, experiment, and responsibly scale their generative AI ideas. Part of a foundational system, it serves as a bedrock for innovation in the global community. A few key aspects: 1. **Open access**: Easy accessibility to cutting-edge large language models, fostering collaboration and advancements among developers, researchers, and organizations 2. **Broad ecosystem**:..."},"evidence_pages":[{"url":"https://github.com/meta-llama/llama-models","final_url":"https://github.com/meta-llama/llama-models","title":"meta-llama/llama-models repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:58.352313+00:00","bytes":17849,"raw_path":"821b8326a21d4710c911aecdcb67ccaca30741c9783e2b1059a9a6a0720cb465.json","content_hash":"886bb3b0baf3f8d12acb048f94cfd19a8215947ec77babf998c02044e91f0238","excerpt_chars":1200,"truncated":true,"excerpt":"meta-llama/llama-models Description: Utilities intended for use with Llama models. 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