{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Release: mistralai/mistral-inference v1.2.0","description":"Mistral AI release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e","json_url":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e/signal.json","generated_at":"2026-06-11T03:46:43.484064+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/6fb000e9-f5c2-467e-bae5-4412038d573e","signal_json":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e/signal.json","source":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","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":"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":{"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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Mistral AI published mistralai/mistral-inference v1.2.0 (mistralai/mistral-inference). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Inference tool update from reputable lab. · v1.2.0 Add Mamba Repository: mistralai/mistral-inference Tag: v1.2.0 Published: 2024-07-16T12:11:27Z Prerelease: no Release notes: Welcome 🐍 Codestral-Mamba and 🔢.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","source_host":"github.com","occurred_at":"2024-07-16T12:11:27+00:00","first_seen_at":"2026-06-05T20:05:47.850598+00:00","date_source":"source","context":"mistralai/mistral-inference"},"context_markers":[{"label":"Lab","value":"Mistral AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"mistralai/mistral-inference","source":"source"},{"label":"Release","value":"v1.2.0 Add Mamba","source":"source"},{"label":"Notability","value":"Inference tool update from reputable lab.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"inference","source":"radar"},{"label":"Watch term","value":"Infrastructure","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/mistralai/mistral-inference/releases/tag/v1.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:46:43.484064+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["inference"],"score":13,"reason":"Mistral AI has a release signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e/signal.json","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure?","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/6fb000e9-f5c2-467e-bae5-4412038d573e/signal.json","required":true},{"label":"source","url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/mistral/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/mistral/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Mistral AI's release signal \"mistralai/mistral-inference v1.2.0\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/mistral-inference v1.2.0","text":"Mistral AI released mistralai/mistral-inference v1.2.0."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"is classified as","object":"release signal","text":"mistralai/mistral-inference v1.2.0 is classified as release signal."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"belongs to","object":"releases desk","text":"mistralai/mistral-inference v1.2.0 belongs to releases desk."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has context","object":"mistralai/mistral-inference","text":"mistralai/mistral-inference v1.2.0 has context mistralai/mistral-inference."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/mistral-inference v1.2.0 has evidence coverage 1 captured evidence page."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"matches data-business lanes","object":"Infrastructure","text":"mistralai/mistral-inference v1.2.0 matches data-business lanes Infrastructure."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has captured page count","object":"1","text":"mistralai/mistral-inference v1.2.0 has captured page count 1."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has readable page count","object":"1","text":"mistralai/mistral-inference v1.2.0 has readable page count 1."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has related signal count","object":"6","text":"mistralai/mistral-inference v1.2.0 has related signal count 6."},{"subject":"mistralai/mistral-inference v1.2.0","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":"mistralai/mistral-inference v1.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has source host","object":"github.com","text":"mistralai/mistral-inference v1.2.0 has source host github.com."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has lab","object":"Mistral AI","text":"mistralai/mistral-inference v1.2.0 has lab Mistral AI."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has signal desk","object":"releases","text":"mistralai/mistral-inference v1.2.0 has signal desk releases."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has source host","object":"github.com","text":"mistralai/mistral-inference v1.2.0 has source host github.com."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has repository","object":"mistralai/mistral-inference","text":"mistralai/mistral-inference v1.2.0 has repository mistralai/mistral-inference."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has release","object":"v1.2.0 Add Mamba","text":"mistralai/mistral-inference v1.2.0 has release v1.2.0 Add Mamba."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has notability","object":"Inference tool update from reputable lab.","text":"mistralai/mistral-inference v1.2.0 has notability Inference tool update from reputable lab.."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has radar lane","object":"Infrastructure","text":"mistralai/mistral-inference v1.2.0 has radar lane Infrastructure."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has matched term","object":"inference","text":"mistralai/mistral-inference v1.2.0 has matched term inference."}]},"intelligence":{"signal_desk":"releases","answer":"Mistral AI published mistralai/mistral-inference v1.2.0 (mistralai/mistral-inference). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Inference tool update from reputable lab. · v1.2.0 Add Mamba Repository: mistralai/mistral-inference Tag: v1.2.0 Published: 2024-07-16T12:11:27Z Prerelease: no Release notes: Welcome 🐍 Codestral-Mamba and 🔢.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/mistral-inference v1.2.0","text":"Mistral AI released mistralai/mistral-inference v1.2.0."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"is classified as","object":"release signal","text":"mistralai/mistral-inference v1.2.0 is classified as release signal."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"belongs to","object":"releases desk","text":"mistralai/mistral-inference v1.2.0 belongs to releases desk."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has context","object":"mistralai/mistral-inference","text":"mistralai/mistral-inference v1.2.0 has context mistralai/mistral-inference."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/mistral-inference v1.2.0 has evidence coverage 1 captured evidence page."},{"subject":"mistralai/mistral-inference v1.2.0","predicate":"matches data-business lanes","object":"Infrastructure","text":"mistralai/mistral-inference v1.2.0 matches data-business lanes Infrastructure."}]},"signal":{"id":"6fb000e9-f5c2-467e-bae5-4412038d573e","url":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e","json_url":"https://onlylabs.fyi/signals/6fb000e9-f5c2-467e-bae5-4412038d573e/signal.json","source_url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","title":"mistralai/mistral-inference v1.2.0","summary":"Mistral AI published release notes. onlylabs watches releases for what actually shipped.","context":"mistralai/mistral-inference","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2024-07-16T12:11:27+00:00","first_seen_at":"2026-06-05T20:05:47.850598+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-inference/releases/tag/v1.2.0"]},"facets":{"repo":"mistralai/mistral-inference"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":13,"matched_terms":["inference"],"reason":"Mistral AI has a release signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","final_url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","title":"mistralai/mistral-inference v1.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:43.484064+00:00","bytes":6118,"raw_path":"ac49e1d1835efb31f518e33413b5e52cfc2864979defce954997dc9344d5fc12.json","content_hash":"a9ab9234605a4b5b6e9f33828bf8591bfd6305434677f36de4f57382325576c4","excerpt_chars":1200,"truncated":true,"excerpt":"v1.2.0 Add Mamba Repository: mistralai/mistral-inference Tag: v1.2.0 Published: 2024-07-16T12:11:27Z Prerelease: no Release notes: Welcome 🐍 Codestral-Mamba and 🔢 Mathstral ``` pip install mistral-inference>=1.2.0 ``` **Codestral-Mamba** ``` pip install packaging mamba-ssm causal-conv1d transformers ``` 1. Download ``` export MAMBA_CODE=$HOME/7B_MAMBA_CODE wget https://models.mistralcdn.com/codestral-mamba-7b-v0-1/codestral-mamba-7B-v0.1.tar mkdir -p $MAMBA_CODE tar -xf codestral-mamba-7B-v0.1.tar -C $MAMBA_CODE ``` 2. Chat ``` mistral-chat $HOME/7B_MAMBA_CODE --instruct --max_tokens 256 ``` **Mathstral** 1. Download ``` export MATHSTRAL=$HOME/7B_MATH wget https://models.mistralcdn.com/mathstral-7b-v0-1/mathstral-7B-v0.1.tar mkdir -p $MATHSTRAL tar -xf mathstral-7B-v0.1.tar -C $MATHSTRAL ``` 2. Chat ``` mistral-chat $HOME/7B_MATH --instruct --max_tokens 256 ``` **Blogs:** Blog Codestral Mamba 7B: [https://mistral.ai/news/codestral-mamba/](https://mistral.ai/news/codestral-mamba/) \\ Blog Mathstral 7B: [https://mistral.ai/news/mathstral/](https://mistral.ai/news/mathstral/) What's Changed * add a note about GPU requirement by @sophiamyang in..."},"evidence_pages":[{"url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","final_url":"https://github.com/mistralai/mistral-inference/releases/tag/v1.2.0","title":"mistralai/mistral-inference v1.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:43.484064+00:00","bytes":6118,"raw_path":"ac49e1d1835efb31f518e33413b5e52cfc2864979defce954997dc9344d5fc12.json","content_hash":"a9ab9234605a4b5b6e9f33828bf8591bfd6305434677f36de4f57382325576c4","excerpt_chars":1200,"truncated":true,"excerpt":"v1.2.0 Add Mamba Repository: mistralai/mistral-inference Tag: v1.2.0 Published: 2024-07-16T12:11:27Z Prerelease: no Release notes: Welcome 🐍 Codestral-Mamba and 🔢 Mathstral ``` pip install mistral-inference>=1.2.0 ``` **Codestral-Mamba** ``` pip install packaging mamba-ssm causal-conv1d transformers ``` 1. Download ``` export MAMBA_CODE=$HOME/7B_MAMBA_CODE wget https://models.mistralcdn.com/codestral-mamba-7b-v0-1/codestral-mamba-7B-v0.1.tar mkdir -p $MAMBA_CODE tar -xf codestral-mamba-7B-v0.1.tar -C $MAMBA_CODE ``` 2. Chat ``` mistral-chat $HOME/7B_MAMBA_CODE --instruct --max_tokens 256 ``` **Mathstral** 1. Download ``` export MATHSTRAL=$HOME/7B_MATH wget https://models.mistralcdn.com/mathstral-7b-v0-1/mathstral-7B-v0.1.tar mkdir -p $MATHSTRAL tar -xf mathstral-7B-v0.1.tar -C $MATHSTRAL ``` 2. Chat ``` mistral-chat $HOME/7B_MATH --instruct --max_tokens 256 ``` **Blogs:** Blog Codestral Mamba 7B: [https://mistral.ai/news/codestral-mamba/](https://mistral.ai/news/codestral-mamba/) \\ Blog Mathstral 7B: [https://mistral.ai/news/mathstral/](https://mistral.ai/news/mathstral/) What's Changed * add a note about GPU requirement by @sophiamyang in..."}],"related_signals":[{"id":"8921efa9-cb48-4917-8513-3157cf875e0c","url":"https://onlylabs.fyi/signals/8921efa9-cb48-4917-8513-3157cf875e0c","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.14.1","title":"mistralai/mistral-vibe v2.14.1","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-08T13:00:20+00:00","first_seen_at":"2026-06-09T07:00:11.091951+00:00","date_source":"source"},{"id":"351d1002-209b-47a5-a154-d49b04403dff","url":"https://onlylabs.fyi/signals/351d1002-209b-47a5-a154-d49b04403dff","source_url":"https://github.com/mistralai/workflows-starter-app/releases/tag/v1.7.3","title":"mistralai/workflows-starter-app v1.7.3","context":"mistralai/workflows-starter-app","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-08T09:05:18+00:00","first_seen_at":"2026-06-09T07:00:11.091951+00:00","date_source":"source"},{"id":"2f6602b5-392a-484e-90e7-02f61817c54a","url":"https://onlylabs.fyi/signals/2f6602b5-392a-484e-90e7-02f61817c54a","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.14.0","title":"mistralai/mistral-vibe v2.14.0","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-04T16:27:54+00:00","first_seen_at":"2026-06-05T20:05:47.850598+00:00","date_source":"source"},{"id":"4c3e9547-6871-4351-8b60-0a1126258233","url":"https://onlylabs.fyi/signals/4c3e9547-6871-4351-8b60-0a1126258233","source_url":"https://github.com/mistralai/mistral-common/releases/tag/v1.11.3","title":"mistralai/mistral-common v1.11.3","context":"mistralai/mistral-common","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-04T09:01:23+00:00","first_seen_at":"2026-06-05T20:05:47.850598+00:00","date_source":"source"},{"id":"48214395-75a9-42e0-9e98-7baf9971e360","url":"https://onlylabs.fyi/signals/48214395-75a9-42e0-9e98-7baf9971e360","source_url":"https://github.com/mistralai/mistral-common/releases/tag/v1.11.2","title":"mistralai/mistral-common v1.11.2","context":"mistralai/mistral-common","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-03T14:51:40+00:00","first_seen_at":"2026-06-05T20:05:47.850598+00:00","date_source":"source"},{"id":"d6ec7dc1-0148-4ce4-8aa7-0669fe359fbe","url":"https://onlylabs.fyi/signals/d6ec7dc1-0148-4ce4-8aa7-0669fe359fbe","source_url":"https://github.com/mistralai/client-python/releases/tag/v2.4.9","title":"mistralai/client-python v2.4.9","context":"mistralai/client-python","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-03T13:04:25+00:00","first_seen_at":"2026-06-05T20:05:47.850598+00:00","date_source":"source"}]}