C

Cohere: Command R7B

Cohere
Tools Streaming Vision
128K
Context
$0.0375
Input /1M
$0.1500
Output /1M
N/A
Max Output
Run API Call Open in Chat

Cohere: Command R7B

Model Overview

Property Value
Model ID cohere/command-r7b
Provider Cohere
Category Chat
Released December 2024
Status Active
Flagship No

Description

Command R7B is the smallest and fastest model in Cohere's R family of enterprise-focused large language models (LLMs). With 7-8 billion parameters, it is an open weights model with advanced capabilities optimized for reasoning, summarization, question answering, and code. The model is trained to perform sophisticated tasks including Retrieval Augmented Generation (RAG) and tool use, with powerful agentic capabilities. It tops the HuggingFace Open LLM Leaderboard against similarly-sized open-weight models. Trained on 23 languages.

Specifications

Property Value
Context Window 128,000 tokens
Max Output Tokens 4,000 tokens
Knowledge Cutoff N/A
Modalities Text
Speed Tier Very Fast
Quality Tier Standard

Pricing

Type Price
Input $0.0375 per 1M tokens
Output $0.15 per 1M tokens

Capabilities

Capability Supported
Vision/Image Input No
Tool/Function Calling Yes
JSON Mode Yes
Streaming Yes
System Prompt Yes

Use Cases

  • Conversational AI and chatbots
  • Customer support automation
  • Interactive content generation
  • Real-time dialogue systems
  • Multi-turn reasoning and problem-solving

Strengths

  • Very large context window (128K) for long-form content
  • Extremely cost-effective pricing
  • Can run on consumer GPUs and CPUs for on-device inference
  • Strong multilingual support (23 languages)
  • Tool use and RAG capabilities

Limitations

  • No vision or image input capability
  • Smaller parameter count than flagship models

Integration with LangMart

Gateway Support:

  • Type 1 (Full Platform): Yes
  • Type 2 (Cloud Gateway): Yes
  • Type 3 (Self-hosted): Yes

API Endpoint:

curl -X POST https://api.langmart.ai/v1/chat/completions \
  -H "Authorization: Bearer sk-your-api-key" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "cohere/command-r7b",
    "messages": [{"role": "user", "content": "Hello"}],
    "max_tokens": 1024
  }'

OpenAI Compatibility: Full compatibility with OpenAI API format.

Models in this category and from this provider are available in the LangMart marketplace.

Additional Resources

Data Source: LangMart Provider Models Database Last Updated: 2026-01-15