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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.
Description
SiMa presents a cutting-edge, software-focused embedded edge machine learning system-on-chip (MLSoC) platform that provides efficient, high-performance AI solutions suitable for diverse applications. This MLSoC seamlessly integrates various modalities such as text, images, audio, video, and haptic feedback, enabling it to conduct intricate ML inferences and generate outputs across any of these formats. It is compatible with numerous frameworks, including TensorFlow, PyTorch, and ONNX, and has the capability to compile over 250 different models, ensuring that users enjoy a smooth experience alongside exceptional performance-per-watt outcomes. In addition to its advanced hardware, SiMa.ai is built for comprehensive machine learning stack application development, supporting any ML workflow that customers wish to implement at the edge while maintaining both performance and user-friendliness. Furthermore, Palette's integrated ML compiler allows for the acceptance of models from any neural network framework, enhancing the platform's adaptability and versatility in meeting user needs. This combination of features positions SiMa as a leader in the rapidly evolving edge AI landscape.
API Access
Has API
No
API Access
Has API
No
Integrations
Baseten
Yes
Bloomberg
No
Fireworks AI
Yes
Groq
Yes
Hugging Face
Yes
Modal
Yes
Nebius
Yes
ONNX
No
OpenRouter
Yes
PyTorch
No
Integrations
Baseten
No
Bloomberg
Yes
Fireworks AI
No
Groq
No
Hugging Face
No
Modal
No
Nebius
No
ONNX
Yes
OpenRouter
No
PyTorch
Yes
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
Pricing Details
No price information available.
Free Trial
No
Free Version
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
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
Meta
Founded
2004
Country
United States
Website
research.meta.ai/blog/muse-spark-open
Vendor Details
Company Name
SiMa
Country
United States
Website
sima.ai/
Product Features
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No