{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Repo: mistralai/mistral-evals","description":"Mistral AI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203","json_url":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203/signal.json","generated_at":"2026-06-11T03:59:00.016636+00:00","org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/mistral","dossier_json_url":"https://onlylabs.fyi/labs/mistral/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203","signal_json":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203/signal.json","source":"https://github.com/mistralai/mistral-evals","lab_dossier":"https://onlylabs.fyi/labs/mistral","lab_dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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":"Mistral AI published mistralai/mistral-evals (Python). 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source host","object":"github.com","text":"mistralai/mistral-evals has source host github.com."},{"subject":"mistralai/mistral-evals","predicate":"has lab","object":"Mistral AI","text":"mistralai/mistral-evals has lab Mistral AI."},{"subject":"mistralai/mistral-evals","predicate":"has signal desk","object":"repos","text":"mistralai/mistral-evals has signal desk repos."},{"subject":"mistralai/mistral-evals","predicate":"has source host","object":"github.com","text":"mistralai/mistral-evals has source host github.com."},{"subject":"mistralai/mistral-evals","predicate":"has repository","object":"mistralai/mistral-evals","text":"mistralai/mistral-evals has repository mistralai/mistral-evals."},{"subject":"mistralai/mistral-evals","predicate":"has language","object":"Python","text":"mistralai/mistral-evals has language Python."},{"subject":"mistralai/mistral-evals","predicate":"has stars","object":"87","text":"mistralai/mistral-evals has stars 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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 mistralai/mistral-evals · language Python · Notable repo from Mistral, 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":"Mistral AI","predicate":"published repo","object":"mistralai/mistral-evals","text":"Mistral AI published repo mistralai/mistral-evals."},{"subject":"mistralai/mistral-evals","predicate":"is classified as","object":"repo signal","text":"mistralai/mistral-evals is classified as repo signal."},{"subject":"mistralai/mistral-evals","predicate":"belongs to","object":"repos desk","text":"mistralai/mistral-evals belongs to repos desk."},{"subject":"mistralai/mistral-evals","predicate":"has context","object":"Python","text":"mistralai/mistral-evals has context Python."},{"subject":"mistralai/mistral-evals","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/mistral-evals has evidence coverage 1 captured evidence page."},{"subject":"mistralai/mistral-evals","predicate":"matches data-business lanes","object":"Evals and quality","text":"mistralai/mistral-evals matches data-business lanes Evals and quality."}]},"signal":{"id":"f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203","url":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203","json_url":"https://onlylabs.fyi/signals/f1ee76d3-b2a8-4baa-88a0-1b7b17ac6203/signal.json","source_url":"https://github.com/mistralai/mistral-evals","title":"mistralai/mistral-evals","summary":"Mistral AI 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":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2024-09-13T18:11:29+00:00","first_seen_at":"2026-06-05T05:42:59.656489+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/mistralai/mistral-evals"]},"facets":{"repo":"mistralai/mistral-evals","language":"Python"},"traction":{"github_stars":87,"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":16,"matched_terms":["eval","evals"],"reason":"Mistral AI has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/mistralai/mistral-evals","final_url":"https://github.com/mistralai/mistral-evals","title":"mistralai/mistral-evals repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:00.016636+00:00","bytes":9782,"raw_path":"3513f458cd035d63a2bd03918d731ef865611aa7b6a33bacc1c17eeebb0c60dc.json","content_hash":"c364f352ebcfd420a14dc23a4cb5b2bcceb178533d67f49c2f7d41e9a4df336f","excerpt_chars":1200,"truncated":true,"excerpt":"mistralai/mistral-evals Language: Python Stars: 87 Forks: 14 Open issues: 8 Created: 2024-09-13T18:11:29Z Pushed: 2025-11-21T10:21:09Z Default branch: main Fork: no Archived: no README: Mistral Evals This repository contains code to run evals released by Mistral AI as well as standardized prompts, parsing and metrics computation for popular academic benchmarks. Installation ``` pip install -r requirements.txt ``` Evals We support the following evals in this repository: * `mm_mt_bench`: [MM-MT-Bench](https://huggingface.co/datasets/mistralai/MM-MT-Bench) is a multi-turn LLM-as-a-judge evaluation task released by Mistral AI that uses GPT-4o for judging model answers given reference answers. * `vqav2`: [VQAv2](https://huggingface.co/datasets/HuggingFaceM4/VQAv2) * `docvqa`: [DocVQA](https://huggingface.co/datasets/lmms-lab/DocVQA) * `mathvista`: [MathVista](https://huggingface.co/datasets/AI4Math/MathVista) * `mmmu`: [MMMU](https://huggingface.co/datasets/lmms-lab/MMMU) * `chartqa`: [ChartQA](https://github.com/vis-nlp/ChartQA) Example usage: **Step 1**: Host a model using vLLM To install vLLM, follow the directions..."},"evidence_pages":[{"url":"https://github.com/mistralai/mistral-evals","final_url":"https://github.com/mistralai/mistral-evals","title":"mistralai/mistral-evals repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:00.016636+00:00","bytes":9782,"raw_path":"3513f458cd035d63a2bd03918d731ef865611aa7b6a33bacc1c17eeebb0c60dc.json","content_hash":"c364f352ebcfd420a14dc23a4cb5b2bcceb178533d67f49c2f7d41e9a4df336f","excerpt_chars":1200,"truncated":true,"excerpt":"mistralai/mistral-evals Language: Python Stars: 87 Forks: 14 Open issues: 8 Created: 2024-09-13T18:11:29Z Pushed: 2025-11-21T10:21:09Z Default branch: main Fork: no Archived: no README: Mistral Evals This repository contains code to run evals released by Mistral AI as well as standardized prompts, parsing and metrics computation for popular academic benchmarks. Installation ``` pip install -r requirements.txt ``` Evals We support the following evals in this repository: * `mm_mt_bench`: [MM-MT-Bench](https://huggingface.co/datasets/mistralai/MM-MT-Bench) is a multi-turn LLM-as-a-judge evaluation task released by Mistral AI that uses GPT-4o for judging model answers given reference answers. * `vqav2`: [VQAv2](https://huggingface.co/datasets/HuggingFaceM4/VQAv2) * `docvqa`: [DocVQA](https://huggingface.co/datasets/lmms-lab/DocVQA) * `mathvista`: [MathVista](https://huggingface.co/datasets/AI4Math/MathVista) * `mmmu`: [MMMU](https://huggingface.co/datasets/lmms-lab/MMMU) * `chartqa`: [ChartQA](https://github.com/vis-nlp/ChartQA) Example usage: **Step 1**: Host a model using vLLM To install vLLM, follow the directions..."}],"related_signals":[{"id":"6ec0abae-002a-4903-909f-515e1bef904f","url":"https://onlylabs.fyi/signals/6ec0abae-002a-4903-909f-515e1bef904f","source_url":"https://github.com/mistralai/search-starter-app","title":"mistralai/search-starter-app","context":"Jinja","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-05-20T15:37:12+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"},{"id":"3b288627-27c5-4df4-a2a3-8810c9a1ba05","url":"https://onlylabs.fyi/signals/3b288627-27c5-4df4-a2a3-8810c9a1ba05","source_url":"https://github.com/mistralai/demo-medical-doc-processor-workflow","title":"mistralai/demo-medical-doc-processor-workflow","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-04-22T15:33:22+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"},{"id":"728d3540-34c3-4aa8-b5b7-9e846a5959d0","url":"https://onlylabs.fyi/signals/728d3540-34c3-4aa8-b5b7-9e846a5959d0","source_url":"https://github.com/mistralai/workflows-starter-app","title":"mistralai/workflows-starter-app","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-03-17T13:22:58+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"},{"id":"ce7576a4-cc91-4240-bd73-5cfffb121344","url":"https://onlylabs.fyi/signals/ce7576a4-cc91-4240-bd73-5cfffb121344","source_url":"https://github.com/mistralai/mistral-vibe","title":"mistralai/mistral-vibe","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2025-12-08T18:56:59+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"},{"id":"871a2238-9d22-4b2d-808c-5731e0f38721","url":"https://onlylabs.fyi/signals/871a2238-9d22-4b2d-808c-5731e0f38721","source_url":"https://github.com/mistralai/client-ts","title":"mistralai/client-ts","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2024-08-07T11:54:28+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"},{"id":"21b7e953-7bd1-49ab-9f16-d6ff267dafc1","url":"https://onlylabs.fyi/signals/21b7e953-7bd1-49ab-9f16-d6ff267dafc1","source_url":"https://github.com/mistralai/sagemaker-docs","title":"mistralai/sagemaker-docs","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2024-06-26T15:47:38+00:00","first_seen_at":"2026-06-05T05:42:59.656489+00:00","date_source":"source"}]}