{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Fork: cohere-ai/llama-recipes","description":"Cohere fork signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fe9da2e3-03fb-4fcc-a421-0035d11c40ba","json_url":"https://onlylabs.fyi/signals/fe9da2e3-03fb-4fcc-a421-0035d11c40ba/signal.json","generated_at":"2026-06-11T03:18:23.641664+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fe9da2e3-03fb-4fcc-a421-0035d11c40ba","signal_json":"https://onlylabs.fyi/signals/fe9da2e3-03fb-4fcc-a421-0035d11c40ba/signal.json","source":"https://github.com/cohere-ai/llama-recipes","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","data_business":null},"answer_pack":{"answer":"Cohere forked cohere-ai/llama-recipes (forked from meta-llama/llama-cookbook). This fork signal points to upstream code the lab may be inspecting, patching, or building on. 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fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"Forks expose what frontier-lab 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github.com."},{"subject":"cohere-ai/llama-recipes","predicate":"has lab","object":"Cohere","text":"cohere-ai/llama-recipes has lab Cohere."},{"subject":"cohere-ai/llama-recipes","predicate":"has signal desk","object":"forks","text":"cohere-ai/llama-recipes has signal desk forks."},{"subject":"cohere-ai/llama-recipes","predicate":"has source host","object":"github.com","text":"cohere-ai/llama-recipes has source host github.com."},{"subject":"cohere-ai/llama-recipes","predicate":"has repository","object":"cohere-ai/llama-recipes","text":"cohere-ai/llama-recipes has repository cohere-ai/llama-recipes."},{"subject":"cohere-ai/llama-recipes","predicate":"has parent","object":"meta-llama/llama-cookbook","text":"cohere-ai/llama-recipes has parent meta-llama/llama-cookbook."},{"subject":"cohere-ai/llama-recipes","predicate":"has stars","object":"1","text":"cohere-ai/llama-recipes has stars 1."},{"subject":"cohere-ai/llama-recipes","predicate":"has watch term","object":"Model 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This fork signal points to upstream code the lab may be inspecting, patching, or building on. 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The goal of this repository is to provide examples to quickly get started with fine-tuning for domain adaptation and how to run inference for the fine-tuned models. For ease of use, the examples use Hugging Face converted versions of the models. See steps for conversion of the model [here](#model-conversion-to-hugging-face). Llama 2 is a new technology that carries potential risks with use. Testing conducted to date has not — and could not — cover all scenarios. In order to help developers address these risks, we have created the [Responsible Use Guide](https://github.com/facebookresearch/llama/blob/main/Responsible-Use-Guide.pdf). More details can be found in our research paper as well. For downloading the models,..."},"evidence_pages":[{"url":"https://github.com/cohere-ai/llama-recipes","final_url":"https://github.com/cohere-ai/llama-recipes","title":"cohere-ai/llama-recipes repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:23.641664+00:00","bytes":33300,"raw_path":"d9bc5ae4ad5fdfa41e7601d81106a0b6e555f74dc18f9166c45b469dcf139f5e.json","content_hash":"da5409e225116f73d1731b3bdc8104ef0649f58e649432ad82ef9b8a289974cf","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/llama-recipes Description: Examples and recipes for Llama 2 model Language: Python License: NOASSERTION Stars: 1 Forks: 1 Open issues: 1 Created: 2023-08-04T14:40:54Z Pushed: 2024-07-03T11:54:54Z Default branch: main Fork: yes Parent repository: meta-llama/llama-cookbook Archived: no README: Llama 2 Fine-tuning / Inference Recipes and Examples The 'llama-recipes' repository is a companion to the [Llama 2 model](https://github.com/facebookresearch/llama). The goal of this repository is to provide examples to quickly get started with fine-tuning for domain adaptation and how to run inference for the fine-tuned models. For ease of use, the examples use Hugging Face converted versions of the models. See steps for conversion of the model [here](#model-conversion-to-hugging-face). Llama 2 is a new technology that carries potential risks with use. Testing conducted to date has not — and could not — cover all scenarios. In order to help developers address these risks, we have created the [Responsible Use Guide](https://github.com/facebookresearch/llama/blob/main/Responsible-Use-Guide.pdf). More details can be found in our research paper as well. For downloading the models,..."}],"related_signals":[{"id":"88ee0905-8a8b-4416-b76e-2c0b33e7a306","url":"https://onlylabs.fyi/signals/88ee0905-8a8b-4416-b76e-2c0b33e7a306","source_url":"https://github.com/cohere-ai/guest-components","title":"cohere-ai/guest-components","context":"forked from confidential-containers/guest-components","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-03-25T13:11:07+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"2f2cd546-954d-462b-a9b5-268f5d0f3829","url":"https://onlylabs.fyi/signals/2f2cd546-954d-462b-a9b5-268f5d0f3829","source_url":"https://github.com/cohere-ai/TNG","title":"cohere-ai/TNG","context":"forked from inclavare-containers/TNG","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-03-11T19:13:15+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"d547bca4-69a0-4b07-afd1-8ab9ef148ffe","url":"https://onlylabs.fyi/signals/d547bca4-69a0-4b07-afd1-8ab9ef148ffe","source_url":"https://github.com/cohere-ai/cloud-api-adaptor","title":"cohere-ai/cloud-api-adaptor","context":"forked from confidential-containers/cloud-api-adaptor","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-03-04T20:37:51+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"cf42b47d-e7a3-4b4c-8aaa-b57bbbf70d67","url":"https://onlylabs.fyi/signals/cf42b47d-e7a3-4b4c-8aaa-b57bbbf70d67","source_url":"https://github.com/cohere-ai/mcp-atlassian","title":"cohere-ai/mcp-atlassian","context":"forked from sooperset/mcp-atlassian","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-11-18T20:26:30+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"7311dd9a-ef5a-4f44-8432-56be787852aa","url":"https://onlylabs.fyi/signals/7311dd9a-ef5a-4f44-8432-56be787852aa","source_url":"https://github.com/cohere-ai/vcrpy","title":"cohere-ai/vcrpy","context":"forked from tanzimCohere/vcrpy","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-11-12T16:35:28+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"6834ade1-d24e-4f7e-83a5-84b622544142","url":"https://onlylabs.fyi/signals/6834ade1-d24e-4f7e-83a5-84b622544142","source_url":"https://github.com/cohere-ai/llama.cpp","title":"cohere-ai/llama.cpp","context":"forked from ggml-org/llama.cpp","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-08-20T21:32:58+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"}]}