Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 1 Rating

Total
ease

Description

Command A+ represents Cohere’s most advanced and rapid language model to date, serving as a robust open-source tool tailored for intricate reasoning, diverse multimodal and multilingual tasks, and seamless private deployment. With its architecture as a sparse mixture-of-experts, it boasts a remarkable 218 billion total parameters, of which 25 billion are actively utilized, ensuring high-performance agentic workflows while minimizing computational demands. This model consolidates features from the entire Command series into a single scalable solution, accommodating text, images, reasoning, and tool utilization with an impressive 128K input context, a maximum generation of 64K, and compatibility with 48 different languages. It has been meticulously optimized to enhance reasoning capabilities, agentic workflows, retrieval-augmented generation (RAG), multilingual applications, and the processing of multimodal documents, while also supporting vLLM and Transformers technology. When compared to its predecessors in the Command A lineup, it significantly boosts enterprise performance across various domains, including multimodal comprehension, data retrieval, extended tasks, sophisticated reasoning, programming, translation, and thorough document analysis. The advancements in this model underline its potential to transform how enterprises approach complex language and data processing challenges.

Description

Muse Spark Open is an open-weight foundation model developed by Meta to support multimodal reasoning, autonomous agents, and complex software development tasks. The model features 816 billion total parameters with approximately 42 billion active parameters and a context window supporting up to one million tokens. Its architecture is designed to process multimodal information while maintaining context across lengthy workflows, extensive codebases, and multistep assignments. Muse Spark Open provides capabilities for software engineering, code generation, debugging, application development, and automated testing. Its agentic functionality supports external tool interactions, task planning, computer-based workflows, and execution of complex objectives over extended sessions. The model can run locally using two Apple M5 Ultra Mac Studio systems with the MLX framework, enabling organizations to process information without relying on hosted inference services. Developers can deploy the model through SGLang, vLLM, TensorRT-LLM, Hugging Face Transformers, llama.cpp, and other supported inference engines. Customization is supported through PyTorch and TorchTitan, allowing organizations to adapt the model to specialized applications and workflows. Muse Spark Open is distributed under the Muse Model License and is available through Hugging Face, major cloud model repositories, and hosted API providers including Together AI, Fireworks AI, and OpenRouter.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Baseten No 
Cohere Yes 
Fireworks AI No 
Groq No 
Hugging Face No 
Modal No 
Nebius No 
North Yes 
OpenRouter No 
Together AI No 
vLLM No 

Integrations

Baseten Yes 
Cohere No 
Fireworks AI Yes 
Groq Yes 
Hugging Face Yes 
Modal Yes 
Nebius Yes 
North No 
OpenRouter Yes 
Together AI Yes 
vLLM Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$0
Model weights are available at no charge under the Muse Model License, which has limited commercial-use terms. Hosted inference providers set their own usage prices.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Cohere AI

Founded

2019

Country

Canada

Website

cohere.com/blog/command-a-plus

Vendor Details

Company Name

Meta

Founded

2004

Country

United States

Website

research.meta.ai/blog/muse-spark-open

Alternatives

MiMo-V2.5 Reviews

MiMo-V2.5

Xiaomi Technology

Alternatives

Qwen3.5 Reviews

Qwen3.5

Alibaba
Ministral 3 Reviews

Ministral 3

Mistral AI
Mistral Small 4 Reviews

Mistral Small 4

Mistral AI
GPT-6.1 Sol Reviews

GPT-6.1 Sol

OpenAI