{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Repo: cohere-ai/cohere-finetune","description":"Cohere repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ec784c08-3a6e-4394-bb50-90520ac2ec50","json_url":"https://onlylabs.fyi/signals/ec784c08-3a6e-4394-bb50-90520ac2ec50/signal.json","generated_at":"2026-06-11T03:58:55.273205+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/ec784c08-3a6e-4394-bb50-90520ac2ec50","signal_json":"https://onlylabs.fyi/signals/ec784c08-3a6e-4394-bb50-90520ac2ec50/signal.json","source":"https://github.com/cohere-ai/cohere-finetune","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Cohere published cohere-ai/cohere-finetune (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo cohere-ai/cohere-finetune · language Python · New finetune repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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implications."},"semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/cohere-finetune","text":"Cohere published repo cohere-ai/cohere-finetune."},{"subject":"cohere-ai/cohere-finetune","predicate":"is classified as","object":"repo signal","text":"cohere-ai/cohere-finetune is classified as repo signal."},{"subject":"cohere-ai/cohere-finetune","predicate":"belongs to","object":"repos desk","text":"cohere-ai/cohere-finetune belongs to repos desk."},{"subject":"cohere-ai/cohere-finetune","predicate":"has context","object":"Python","text":"cohere-ai/cohere-finetune has context Python."},{"subject":"cohere-ai/cohere-finetune","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/cohere-finetune has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/cohere-finetune","predicate":"matches data-business lanes","object":"Evals and quality","text":"cohere-ai/cohere-finetune matches data-business lanes Evals and 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channels.."},{"subject":"cohere-ai/cohere-finetune","predicate":"has source host","object":"github.com","text":"cohere-ai/cohere-finetune has source host github.com."},{"subject":"cohere-ai/cohere-finetune","predicate":"has lab","object":"Cohere","text":"cohere-ai/cohere-finetune has lab Cohere."},{"subject":"cohere-ai/cohere-finetune","predicate":"has signal desk","object":"repos","text":"cohere-ai/cohere-finetune has signal desk repos."},{"subject":"cohere-ai/cohere-finetune","predicate":"has source host","object":"github.com","text":"cohere-ai/cohere-finetune has source host github.com."},{"subject":"cohere-ai/cohere-finetune","predicate":"has repository","object":"cohere-ai/cohere-finetune","text":"cohere-ai/cohere-finetune has repository cohere-ai/cohere-finetune."},{"subject":"cohere-ai/cohere-finetune","predicate":"has language","object":"Python","text":"cohere-ai/cohere-finetune has language Python."},{"subject":"cohere-ai/cohere-finetune","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo cohere-ai/cohere-finetune · language Python · New finetune repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/cohere-finetune","text":"Cohere published repo cohere-ai/cohere-finetune."},{"subject":"cohere-ai/cohere-finetune","predicate":"is classified as","object":"repo signal","text":"cohere-ai/cohere-finetune is classified as repo signal."},{"subject":"cohere-ai/cohere-finetune","predicate":"belongs to","object":"repos desk","text":"cohere-ai/cohere-finetune belongs to repos desk."},{"subject":"cohere-ai/cohere-finetune","predicate":"has context","object":"Python","text":"cohere-ai/cohere-finetune has context Python."},{"subject":"cohere-ai/cohere-finetune","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/cohere-finetune has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/cohere-finetune","predicate":"matches data-business lanes","object":"Evals and quality","text":"cohere-ai/cohere-finetune matches data-business lanes Evals and quality."}]},"signal":{"id":"ec784c08-3a6e-4394-bb50-90520ac2ec50","url":"https://onlylabs.fyi/signals/ec784c08-3a6e-4394-bb50-90520ac2ec50","json_url":"https://onlylabs.fyi/signals/ec784c08-3a6e-4394-bb50-90520ac2ec50/signal.json","source_url":"https://github.com/cohere-ai/cohere-finetune","title":"cohere-ai/cohere-finetune","summary":"Cohere 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":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2024-10-07T20:21:46+00:00","first_seen_at":"2026-06-05T05:43:00.174979+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/cohere-ai/cohere-finetune"]},"facets":{"repo":"cohere-ai/cohere-finetune","language":"Python"},"traction":{"github_stars":82,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["quality"],"reason":"Cohere has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/cohere-ai/cohere-finetune","final_url":"https://github.com/cohere-ai/cohere-finetune","title":"cohere-ai/cohere-finetune repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:55.273205+00:00","bytes":30279,"raw_path":"9b6e7aa28acbae4a15240034db83147ed138b51e97cb20325ebfdef4f913e871.json","content_hash":"93a9d9ae098b16806bca71991b338adc8d6ac21eb89e2be53fc4a2f5d96264b8","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/cohere-finetune Description: A tool that facilitates easy, efficient and high-quality fine-tuning of Cohere's models Language: Python License: MIT Stars: 82 Forks: 5 Open issues: 2 Created: 2024-10-07T20:21:46Z Pushed: 2025-03-14T20:05:26Z Default branch: main Fork: no Archived: no README: cohere-finetune Cohere-finetune is a tool that facilitates easy, efficient and high-quality fine-tuning of Cohere's models on users' own data to serve their own use cases. Currently, we support the following base models for fine-tuning: - [Cohere's Command R in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-v01) - [Cohere's Command R 08-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-08-2024) - [Cohere's Command R Plus in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-plus) - [Cohere's Command R Plus 08-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-plus-08-2024) - [Cohere's Command R 7B 12-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r7b-12-2024) - [Cohere's Command A 03-2025 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-a-03-2025) - [Cohere's Aya Expanse 8B in..."},"evidence_pages":[{"url":"https://github.com/cohere-ai/cohere-finetune","final_url":"https://github.com/cohere-ai/cohere-finetune","title":"cohere-ai/cohere-finetune repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:55.273205+00:00","bytes":30279,"raw_path":"9b6e7aa28acbae4a15240034db83147ed138b51e97cb20325ebfdef4f913e871.json","content_hash":"93a9d9ae098b16806bca71991b338adc8d6ac21eb89e2be53fc4a2f5d96264b8","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/cohere-finetune Description: A tool that facilitates easy, efficient and high-quality fine-tuning of Cohere's models Language: Python License: MIT Stars: 82 Forks: 5 Open issues: 2 Created: 2024-10-07T20:21:46Z Pushed: 2025-03-14T20:05:26Z Default branch: main Fork: no Archived: no README: cohere-finetune Cohere-finetune is a tool that facilitates easy, efficient and high-quality fine-tuning of Cohere's models on users' own data to serve their own use cases. Currently, we support the following base models for fine-tuning: - [Cohere's Command R in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-v01) - [Cohere's Command R 08-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-08-2024) - [Cohere's Command R Plus in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-plus) - [Cohere's Command R Plus 08-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r-plus-08-2024) - [Cohere's Command R 7B 12-2024 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-r7b-12-2024) - [Cohere's Command A 03-2025 in HuggingFace](https://huggingface.co/CohereForAI/c4ai-command-a-03-2025) - [Cohere's Aya Expanse 8B in..."}],"related_signals":[{"id":"b04cc72b-18a2-4d54-a2ff-ac76954c11eb","url":"https://onlylabs.fyi/signals/b04cc72b-18a2-4d54-a2ff-ac76954c11eb","source_url":"https://github.com/cohere-ai/cohere-azure-workshops","title":"cohere-ai/cohere-azure-workshops","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-05-01T21:40:24+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"dd51f42b-b547-4722-88fa-9e9b7ba7a5ae","url":"https://onlylabs.fyi/signals/dd51f42b-b547-4722-88fa-9e9b7ba7a5ae","source_url":"https://github.com/cohere-ai/cvm-measure","title":"cohere-ai/cvm-measure","context":"Makefile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-04-10T19:07:01+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"8f7c20cc-6531-4978-bb14-4e3b1d6c7b25","url":"https://onlylabs.fyi/signals/8f7c20cc-6531-4978-bb14-4e3b1d6c7b25","source_url":"https://github.com/cohere-ai/melody","title":"cohere-ai/melody","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-10-10T17:32:30+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"93fef8fe-ae41-4db2-aa12-e85c4b88fda0","url":"https://onlylabs.fyi/signals/93fef8fe-ae41-4db2-aa12-e85c4b88fda0","source_url":"https://github.com/cohere-ai/htn-2025-techtalk","title":"cohere-ai/htn-2025-techtalk","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-09-04T01:21:23+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"a8a38c03-91f9-452f-915d-2191c3a03296","url":"https://onlylabs.fyi/signals/a8a38c03-91f9-452f-915d-2191c3a03296","source_url":"https://github.com/cohere-ai/north-mcp-python-sdk","title":"cohere-ai/north-mcp-python-sdk","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-05-08T13:04:41+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"},{"id":"f4ee1bbf-3fd2-4c59-9827-17979cbffa3c","url":"https://onlylabs.fyi/signals/f4ee1bbf-3fd2-4c59-9827-17979cbffa3c","source_url":"https://github.com/cohere-ai/cohere-workshop-march-17-2025","title":"cohere-ai/cohere-workshop-march-17-2025","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-02-25T14:18:28+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source"}]}