Cohere logo

Command R7B Arabic

CohereOpen WeightsPending Human Review

Command R7B Arabic is a distinct language specialization for Modern Standard Arabic and English, emphasizing cultural understanding, instruction adherence, length control, and responses in the requested language. Its model card counts approximately 8B total parameters, comprising 7B Transformer parameters and 1B embedding parameters. The optimized autoregressive architecture combines local and global attention and supports a 128K context. Conversational and concise instruction modes use different preambles. It is specifically trained for citation-bearing retrieval generation in Arabic and English. Research weights and a hosted demonstration are available under Cohere’s non-commercial weight terms.

2025-02-27
Approximately 8B total: 7B Transformer and 1B embedding
Dense decoder-only Transformer with local and global attention
CC-BY-NC-4.0 with acceptable-use addendum

Specifications

Parameters
Approximately 8B total: 7B Transformer and 1B embedding
Architecture
Dense decoder-only Transformer with local and global attention
License
CC-BY-NC-4.0 with acceptable-use addendum
Context Window
128,000 tokens
Type
text
Modalities
text

Benchmark Scores

Advanced Specifications

Model Family
Command
API Access
Available
Chat Interface
Available
Multilingual Support
Yes
Variants
c4ai-command-r7b-arabic-02-2025

Capabilities & Limitations

Capabilities
Arabic languageEnglish languageinstruction followingretrieval augmented generationcitations
Known Limitations
Downloaded weights are licensed for non-commercial use; commercial deployments require separate terms.Grounded answers depend on supplied documents and can still contain unsupported statements.Evaluation targets Modern Standard Arabic and English; other language coverage is not equivalent.
Notable Use Cases
Arabic document assistantsArabic-English researchculturally aware customer support

Related Models