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C

Command R+

CohereReleased 2024-04-16
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Cohere's model optimized for enterprise RAG workflows with built-in search and retrieval capabilities for business applications.

Overall Score
71%
Cost Efficiency
100
Context Window
128K

Strengths

  • ✓Excellent RAG capabilities
  • ✓Enterprise-focused
  • ✓Strong search integration
  • ✓Long context

Weaknesses

  • ✗Weak general benchmarks
  • ✗Niche use case focus
Architecture
Transformer (MoE)
Parameters
111B (27B active)
Input
$3/M
Output
$15/M

Benchmark Performance

BenchmarkDescriptionScoreCategoryBar
MMLUMassive Multitask Language Understanding84%knowledge
HumanEvalCode generation accuracy82.4%coding
MATHMathematical reasoning77.2%math
GSM8KGrade school math82%math
GPQAGraduate-level science Q&A43.2%reasoning
HellaSwagCommon sense reasoning83.4%reasoning
SWE-benchSoftware engineering problems28.1%coding
ARC-CAI2 Reasoning Challenge91%reasoning
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