C4AI Command A Plus

GPAI Provider: Cohere

Metadata

Model URL: https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16
When was this model published? 2026-05-20
Is this a new or a fine-tuned model? New model
When was the Public Summary last updated? 2026-07-31
When did we evaluate the Public Summary? 2026-08-04
Where did we find the Public Summary? We found this document linked on this page. An archived version can be found here.

Results of Evaluation

Section Transparency Usefulness General
Clarity Completeness Consistency Correctness Accessibility Comprehension Transparency Usefulness
Document 81.82 100.0 100.0 60.0 100.0 66.67 85.19 84.21
General information 42.5 83.33 100.0 100.0 100.0 68.18 75.18 78.12
Public Data Sources 17.39 50.0 100.0 100.0 0.0 100.0 41.7 44.44
Private Data Sources 50.0 62.5 100.0 100.0 N/A 100.0 66.67 100.0
Scraped/Crawled Data 45.74 18.67 100.0 56.99 0.0 34.48 37.73 24.1
User Data 53.12 44.44 100.0 100.0 100.0 0.0 61.21 50.0
Synthetic/Other Data 44.62 61.7 100.0 100.0 100.0 0.0 67.27 58.62
Data Processing 100.0 58.33 100.0 100.0 100.0 47.83 90.0 57.14
Sum 42.8 48.66 100.0 83.72 57.94 47.82 55.66 51.28
Grades CC

Evaluation Notes

If you update your public summary, please let us know so that we can update the evaluation and scores. We also welcome suggestions on improvements to this page, e.g. see FAQ section.

The training data summary for Command A Plus generally describes the purposes for which data is included over the content of training data. Descriptions are generally high-level, and it is difficult for rightsholders to interpret provided information in an actionable manner. The summary scores 55.66% with Grade C for transparency and 51.28% with Grade C for usefulness.

Suggested Improvements
The following are the suggested improvements based on using our our methodology where the public summary had issues related to the specified metric. The severity represents the extent of the issue, with low indicating aspects that could be fixable, and high representing missing information or requiring major changes.

  • Document
    • M1 The document and the information should be simple and clear low
    • M4 The information must be correct and accurate medium
    • M6 The document and information must be comprehensible for stakeholders medium
  • General information
    • M1 The document and the information should be simple and clear high
    • M2 The document and information must be filled in completely low
    • M6 The document and information must be comprehensible for stakeholders medium
  • Public Data Sources
    • M1 The document and the information should be simple and clear high
    • M2 The document and information must be filled in completely medium
    • M5 The document and information must be accessible for stakeholders high
  • Private Data Sources
    • M1 The document and the information should be simple and clear medium
    • M2 The document and information must be filled in completely medium
  • Scraped/Crawled Data
    • M1 The document and the information should be simple and clear high
    • M2 The document and information must be filled in completely high
    • M4 The information must be correct and accurate medium
    • M5 The document and information must be accessible for stakeholders high
    • M6 The document and information must be comprehensible for stakeholders high
  • User Data
    • M1 The document and the information should be simple and clear medium
    • M2 The document and information must be filled in completely high
    • M6 The document and information must be comprehensible for stakeholders high
  • Synthetic/Other Data
    • M1 The document and the information should be simple and clear high
    • M2 The document and information must be filled in completely medium
    • M6 The document and information must be comprehensible for stakeholders high
  • Data Processing
    • M2 The document and information must be filled in completely medium
    • M6 The document and information must be comprehensible for stakeholders high
  • Sum
    • M1 The document and the information should be simple and clear high
    • M2 The document and information must be filled in completely high
    • M4 The information must be correct and accurate low
    • M5 The document and information must be accessible for stakeholders medium
    • M6 The document and information must be comprehensible for stakeholders high