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Description
Muse Glimmer is an open-weights model featuring 30 billion parameters, developed by Meta Superintelligence Labs, and is fine-tuned for continuous local agent operations. Its compact design allows it to function on a standard Mac or PC equipped with a single consumer GPU, making it ideal for various tasks such as local agent management, function calling, programming, and LLM-as-a-judge evaluations without reliance on cloud services or internet connectivity. This innovative model integrates advanced capabilities such as long-horizon execution, accurate tool invocation, multimodal comprehension, extended memory for context, and effective instruction following. It is proficient in accomplishing end-to-end tasks as an agent, maintains the ability to engage in multi-step reasoning over lengthy processes, can recover gracefully from failed or unanticipated tool engagements, and interprets interleaved text and images using a specialized perception encoder designed for analyzing screenshots, graphs, and document files. Furthermore, Muse Glimmer is compatible with OpenClaw and other orchestration frameworks, allowing for adjustable reasoning efforts, and has been developed with a diverse dataset encompassing over 100 languages. The model's versatility ensures that it can adapt to various applications, thus enhancing its utility in different domains.
Description
Seed2.0 Mini represents the most compact version of ByteDance's Seed2.0 line of versatile multimodal agent models, crafted for efficient high-throughput inference and dense deployment, while still embodying the essential strengths found in its larger counterparts regarding multimodal understanding and instruction adherence. This Mini variant, alongside Pro and Lite siblings, is particularly fine-tuned for handling high-concurrency and batch generation tasks, proving itself ideal for scenarios where the ability to process numerous requests simultaneously is as crucial as its overall capability. In line with other models in the Seed2.0 family, it showcases notable improvements in visual reasoning and motion perception, excels at extracting structured information from intricate inputs such as text and images, and effectively carries out multi-step instructions. However, in exchange for enhanced inference speed and cost efficiency, it sacrifices some degree of raw reasoning power and output quality, ensuring that it remains a practical option for various applications. As a result, Seed2.0 Mini strikes a balance between performance and efficiency, appealing to developers seeking to optimize their systems for scalable solutions.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
OpenClaw
Yes
Claw Code
No
ExecuTorch
Yes
Hermes Agent
Yes
Hugging Face
Yes
LM Studio
Yes
Meta AI
Yes
Muse Code
Yes
Ollama
Yes
OpenCode
Yes
Integrations
OpenClaw
Yes
Claw Code
Yes
ExecuTorch
No
Hermes Agent
No
Hugging Face
No
LM Studio
No
Meta AI
No
Muse Code
No
Ollama
No
OpenCode
No
Pricing Details
Free
Free Trial
Yes
Free Version
No
Pricing Details
No price information available.
Free Trial
Yes
Free Version
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
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
Yes
Customer Support
Business Hours
No
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
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Meta
Founded
2004
Country
United States
Website
meta.ai/
Vendor Details
Company Name
ByteDance
Founded
2012
Country
China
Website
seed.bytedance.com/en/seed2