Command R+ API

Basic Information

• Model Type: Large Language Model (LLM)

Overview

Command R+ is a cutting-edge large language model designed for enterprise applications, focusing on advanced capabilities such as Retrieval-Augmented Generation (RAG) and multi-step tool use. It is built to enhance efficiency and accuracy in real-world business scenarios.

Key Features

• Parameter Count: 104 billion parameters for high performance.
• Context Length: Supports an impressive context length of 128,000 tokens.
• Multilingual Support: Optimized for performance in ten languages: English, French, Spanish, Italian, German, Brazilian Portuguese, Japanese, Korean, Arabic, and Simplified Chinese.
• Grounded Generation: Capable of generating responses based on external document snippets with citations.
• Tool Use Capabilities: Supports single-step tool use for interacting with external APIs and databases.

Intended Use

Command R+ is tailored for enterprise scenarios such as customer support, finance, human resources, and marketing. It is particularly effective in applications requiring complex reasoning and automation.

Language Support

The model supports multiple languages and has been evaluated in ten primary languages while also incorporating training data from thirteen additional languages.

Architecture

Command R+ utilizes an optimized transformer architecture that is auto-regressive. It employs a combination of supervised fine-tuning (SFT) and preference training to align its outputs with human preferences regarding helpfulness and safety.

Use cases

• Agentic RAG Pipelines: Grounded multi-step retrieval and action workflows
• Function-Calling Agents: Complex tool orchestration across steps
• Multilingual Assistance: Chat, translation, QA in 10+ languages
• Structured Data Parsing: Tables, JSON, and document data grounding
• Long-Form Dialogue: Sustained context over 128K tokens

Capabilities

• Function calling
• Streaming
• Structured outputs