# Model Documentation Evaluation Template

# Metadata
model_name: "Command A+"
model_link: "https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16"
organization: "Cohere"
org_link: "https://cohere.com/"
evaluation_date: "2026-08-04"
public_summary_link: "https://fdr-prod-docs-files-public.s3.us-east-1.amazonaws.com/cohere.docs.buildwithfern.com/22457734c44f1c4e417d5ff1230a3abf76a892d36d3c2b93f06902199d977ed7/assets/documents/eu-ai-public-summary_command-a-plus_2607031.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=AKIA6KXJSKKNFOCF7G4B%2F20260801%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260801T055012Z&X-Amz-Expires=604800&X-Amz-Signature=b50396f95290db78a1864dee119a641460a7ee752cc7beca91567c3d7f242620&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObject" 
public_summary_date: "2026-07-31"
public_summary_location: "https://docs.cohere.com/docs/command-a-plus"
model_publication_date: "2026-05-20"
category: "New model" # New model, fine-tuned model
archive_file_name: "Command_A_Plus_2026_08_03.pdf"

# Requirement assessments
# Each requirement should be assessed once with a score from 0-10
# Leave blank for N/A, and assign a max score of 0
S1: # Document-level requirements
  D1: # Clarity
    score: 9
    max_score: 11
    notes: ""

  D2: # Completeness
    score: 4
    max_score: 4
    notes: ""

  D3: # Consistency
    score: 7
    max_score: 7
    notes: ""

  D4: # Correctness
    score: 3
    max_score: 5
    notes: ""

  D5: # Accessibility
    score: 10
    max_score: 10
    notes: ""

  D6: # Comprehension
    score: 6
    max_score: 9
    notes: ""

S2: # General information
  D1: # Clarity
    score: 17
    max_score: 40
    notes: ""

  D2: # Completeness
    score: 60
    max_score: 72
    notes: ""

  D3: # Consistency
    score: 8
    max_score: 8
    notes: ""

  D4: # Correctness
    score: 21
    max_score: 21
    notes: ""

  D5: # Accessibility
    score: 5
    max_score: 5
    notes: ""

  D6: # Comprehension
    score: 7.5
    max_score: 11
    notes: ""

S3: # Public datasets
  D1: # Clarity
    score: 16
    max_score: 92
    notes: ""

  D2: # Completeness
    score: 54
    max_score: 108
    notes: ""

  D3: # Consistency
    score: 3
    max_score: 3
    notes: ""

  D4: # Correctness
    score: 20
    max_score: 20
    notes: ""

  D5: # Accessibility
    score: 0
    max_score: 20
    notes: ""

  D6: # Comprehension
    score: 16
    max_score: 16
    notes: ""

S4: # Private datasets
  D1: # Clarity
    score: 16
    max_score: 32
    notes: ""

  D2: # Completeness
    score: 55
    max_score: 88
    notes: ""

  D3: # Consistency
    score: 3
    max_score: 3
    notes: ""

  D4: # Correctness
    score: 24
    max_score: 24
    notes: ""

  D5: # Accessibility
    score: 0
    max_score: 0
    notes: ""

  D6: # Comprehension
    score: 16
    max_score: 16
    notes: ""

S5: # Scraped/crawled data
  D1: # Clarity
    score: 59
    max_score: 129
    notes: ""

  D2: # Completeness
    score: 29.5
    max_score: 158
    notes: ""

  D3: # Consistency
    score: 3
    max_score: 3
    notes: ""

  D4: # Correctness
    score: 53
    max_score: 93
    notes: ""

  D5: # Accessibility
    score: 0
    max_score: 25
    notes: ""

  D6: # Comprehension
    score: 20
    max_score: 58
    notes: ""

S6: # User data
  D1: # Clarity
    score: 8.5
    max_score: 16
    notes: ""

  D2: # Completeness
    score: 12
    max_score: 27
    notes: ""

  D3: # Consistency
    score: 3
    max_score: 3
    notes: ""

  D4: # Correctness
    score: 12
    max_score: 12
    notes: ""

  D5: # Accessibility
    score: 15
    max_score: 15
    notes: ""

  D6: # Comprehension
    score: 0
    max_score: 15
    notes: ""

S7: # Synthetic & other
  D1: # Clarity
    score: 29
    max_score: 65
    notes: ""

  D2: # Completeness
    score: 29
    max_score: 47
    notes: ""

  D3: # Consistency
    score: 6
    max_score: 6
    notes: ""

  D4: # Correctness
    score: 47
    max_score: 47
    notes: ""

  D5: # Accessibility
    score: 17
    max_score: 17
    notes: ""

  D6: # Comprehension
    score: 0
    max_score: 12
    notes: ""

S8: # Data processing
  D1: # Clarity
    score: 18
    max_score: 18
    notes: ""

  D2: # Completeness
    score: 10.5
    max_score: 18
    notes: ""

  D3: # Consistency
    score: 3
    max_score: 3
    notes: ""

  D4: # Correctness
    score: 36
    max_score: 36
    notes: ""

  D5: # Accessibility
    score: 15
    max_score: 15
    notes: ""

  D6: # Comprehension
    score: 33
    max_score: 69
    notes: ""


general_notes: "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 <span class=\"openness partial\">55.66%</span> with Grade <strong>C</strong> for <strong><i>transparency</i></strong> and <span class=\"openness partial\">51.28%</span> with Grade <strong>C</strong> for <strong><i>usefulness</i></strong>."