{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Model: CohereLabs/command-a-plus-05-2026-bf16","description":"Cohere model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a","json_url":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a/signal.json","generated_at":"2026-06-11T02:40:52.576321+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/6333cf57-b296-4348-aa5b-d8827fd0305a","signal_json":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a/signal.json","source":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16","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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Cohere published CohereLabs/command-a-plus-05-2026-bf16. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 22.7K HF downloads · Notable model release from major lab, decent downloads.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16","source_host":"huggingface.co","occurred_at":"2026-05-11T12:31:04+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"image-text-to-text","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"218.8B","source":"model"},{"label":"Downloads","value":"22.7K","source":"traction"},{"label":"Likes","value":"131","source":"traction"},{"label":"Notability","value":"Notable model release from major lab, decent downloads.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:40:52.576321+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a/signal.json","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":null,"opportunities_json":null},"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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/6333cf57-b296-4348-aa5b-d8827fd0305a/signal.json","required":true},{"label":"source","url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Cohere's model signal \"CohereLabs/command-a-plus-05-2026-bf16\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"published model","object":"CohereLabs/command-a-plus-05-2026-bf16","text":"Cohere published model CohereLabs/command-a-plus-05-2026-bf16."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"is classified as","object":"model signal","text":"CohereLabs/command-a-plus-05-2026-bf16 is classified as model signal."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"belongs to","object":"releases desk","text":"CohereLabs/command-a-plus-05-2026-bf16 belongs to releases desk."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CohereLabs/command-a-plus-05-2026-bf16 has evidence coverage 1 captured evidence page."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has captured page count","object":"1","text":"CohereLabs/command-a-plus-05-2026-bf16 has captured page count 1."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has readable page count","object":"1","text":"CohereLabs/command-a-plus-05-2026-bf16 has readable page count 1."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has related signal count","object":"6","text":"CohereLabs/command-a-plus-05-2026-bf16 has related signal count 6."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","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":"CohereLabs/command-a-plus-05-2026-bf16 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has source host","object":"huggingface.co","text":"CohereLabs/command-a-plus-05-2026-bf16 has source host huggingface.co."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has lab","object":"Cohere","text":"CohereLabs/command-a-plus-05-2026-bf16 has lab Cohere."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has signal desk","object":"releases","text":"CohereLabs/command-a-plus-05-2026-bf16 has signal desk releases."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has source host","object":"huggingface.co","text":"CohereLabs/command-a-plus-05-2026-bf16 has source host huggingface.co."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has task","object":"image-text-to-text","text":"CohereLabs/command-a-plus-05-2026-bf16 has task image-text-to-text."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has license","object":"apache-2.0","text":"CohereLabs/command-a-plus-05-2026-bf16 has license apache-2.0."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has library","object":"transformers","text":"CohereLabs/command-a-plus-05-2026-bf16 has library transformers."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has params","object":"218.8B","text":"CohereLabs/command-a-plus-05-2026-bf16 has params 218.8B."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has downloads","object":"22.7K","text":"CohereLabs/command-a-plus-05-2026-bf16 has downloads 22.7K."}]},"intelligence":{"signal_desk":"releases","answer":"Cohere published CohereLabs/command-a-plus-05-2026-bf16. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 22.7K HF downloads · Notable model release from major lab, decent downloads.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Cohere","predicate":"published model","object":"CohereLabs/command-a-plus-05-2026-bf16","text":"Cohere published model CohereLabs/command-a-plus-05-2026-bf16."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"is classified as","object":"model signal","text":"CohereLabs/command-a-plus-05-2026-bf16 is classified as model signal."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"belongs to","object":"releases desk","text":"CohereLabs/command-a-plus-05-2026-bf16 belongs to releases desk."},{"subject":"CohereLabs/command-a-plus-05-2026-bf16","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CohereLabs/command-a-plus-05-2026-bf16 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6333cf57-b296-4348-aa5b-d8827fd0305a","url":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a","json_url":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a/signal.json","source_url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16","title":"CohereLabs/command-a-plus-05-2026-bf16","summary":"Cohere published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-05-11T12:31:04+00:00","first_seen_at":"2026-06-06T01:49:29.195816+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://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md"]},"facets":{"pipeline_tag":"image-text-to-text","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":22683,"hf_likes":131},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md","final_url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md","title":"CohereLabs/command-a-plus-05-2026-bf16 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.576321+00:00","bytes":10428,"raw_path":"a0843b708182b019eb2780e6026f49a04aafe8908f36e07b89568fd3fd4bed53.md","content_hash":"507c57ee705b109f326392c9687d9e14b2697b88790f3048ca86faf91fb58b02","excerpt_chars":1200,"truncated":true,"excerpt":"--- inference: false library_name: transformers language: - en - ar - bg - bn - ca - cs - da - de - el - es - et - fa - fi - fil - fr - ga - he - hi - hr - hu - id - is - it - ja - ko - lt - lv - ms - mt - nl - 'no' - pa - pl - pt - ro - ru - sk - sl - sr - sv - ta - te - th - tr - uk - ur - vi - zh license: apache-2.0 pipeline_tag: image-text-to-text tags: - conversational - chat --- **Model Card for Command A+** **Model Summary** Command A+ is an open source model with 25 billion active parameters and 218B total parameters model optimized for agentic, multilingual, and reasoning-heavy tasks with a focus on enterprise performance, while also providing support for vision inputs for processing image inputs. Developed by: [Cohere](https://cohere.com/) and [Cohere Labs](https://cohere.com/research) * Point of Contact: [**Cohere Labs**](https://cohere.com/research) * License: [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) * Model: command-a-plus-05-2026 * Model Size: 25B active parameters, 218B total parameters * Context length: 128K input For more details about this model, please check out our [blog post](http://cohere.com/blog/command-a-plus). You can try out Command A+..."},"evidence_pages":[{"url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md","final_url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16/raw/main/README.md","title":"CohereLabs/command-a-plus-05-2026-bf16 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.576321+00:00","bytes":10428,"raw_path":"a0843b708182b019eb2780e6026f49a04aafe8908f36e07b89568fd3fd4bed53.md","content_hash":"507c57ee705b109f326392c9687d9e14b2697b88790f3048ca86faf91fb58b02","excerpt_chars":1200,"truncated":true,"excerpt":"--- inference: false library_name: transformers language: - en - ar - bg - bn - ca - cs - da - de - el - es - et - fa - fi - fil - fr - ga - he - hi - hr - hu - id - is - it - ja - ko - lt - lv - ms - mt - nl - 'no' - pa - pl - pt - ro - ru - sk - sl - sr - sv - ta - te - th - tr - uk - ur - vi - zh license: apache-2.0 pipeline_tag: image-text-to-text tags: - conversational - chat --- **Model Card for Command A+** **Model Summary** Command A+ is an open source model with 25 billion active parameters and 218B total parameters model optimized for agentic, multilingual, and reasoning-heavy tasks with a focus on enterprise performance, while also providing support for vision inputs for processing image inputs. Developed by: [Cohere](https://cohere.com/) and [Cohere Labs](https://cohere.com/research) * Point of Contact: [**Cohere Labs**](https://cohere.com/research) * License: [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) * Model: command-a-plus-05-2026 * Model Size: 25B active parameters, 218B total parameters * Context length: 128K input For more details about this model, please check out our [blog post](http://cohere.com/blog/command-a-plus). You can try out Command A+..."}],"related_signals":[{"id":"8e7ce5d4-0fd5-437c-bf8d-7f1e05519438","url":"https://onlylabs.fyi/signals/8e7ce5d4-0fd5-437c-bf8d-7f1e05519438","source_url":"https://huggingface.co/CohereLabs/BLS-Mini-Code-1.0","title":"CohereLabs/BLS-Mini-Code-1.0","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T02:38:01+00:00","first_seen_at":"2026-06-07T07:00:16.201126+00:00","date_source":"source"},{"id":"bdc79ecb-1d34-47cb-9cd0-0a4256ef170d","url":"https://onlylabs.fyi/signals/bdc79ecb-1d34-47cb-9cd0-0a4256ef170d","source_url":"https://huggingface.co/CohereLabs/North-Mini-Code-1.0","title":"CohereLabs/North-Mini-Code-1.0","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T02:38:01+00:00","first_seen_at":"2026-06-10T07:01:17.732143+00:00","date_source":"source"},{"id":"19a1a15e-7e0f-4f05-921c-6f968b079a04","url":"https://onlylabs.fyi/signals/19a1a15e-7e0f-4f05-921c-6f968b079a04","source_url":"https://huggingface.co/CohereLabs/cohere-transcribe-03-2026","title":"CohereLabs/cohere-transcribe-03-2026","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-03-24T10:35:54+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"0500a675-56ca-4ba9-9f19-144eb63560eb","url":"https://onlylabs.fyi/signals/0500a675-56ca-4ba9-9f19-144eb63560eb","source_url":"https://huggingface.co/CohereLabs/tiny-aya-fire","title":"CohereLabs/tiny-aya-fire","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-02-13T11:39:06+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"11d197d5-e288-4bc5-8cfd-08e11f8f85b0","url":"https://onlylabs.fyi/signals/11d197d5-e288-4bc5-8cfd-08e11f8f85b0","source_url":"https://huggingface.co/CohereLabs/tiny-aya-earth","title":"CohereLabs/tiny-aya-earth","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-02-13T11:39:04+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"1591db0e-f1cc-4ab9-9122-db614df2e778","url":"https://onlylabs.fyi/signals/1591db0e-f1cc-4ab9-9122-db614df2e778","source_url":"https://huggingface.co/CohereLabs/tiny-aya-water","title":"CohereLabs/tiny-aya-water","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-02-13T11:38:57+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"}]}