Muse Glimmer 30B

Approved Data Classifications

Description

Muse Glimmer is Meta's 30-billion-parameter multimodal model for autonomous agentic tasks. It combines multi-step reasoning, tool use, failure recovery, and understanding of interleaved text and images in a model optimized for local deployment.

The model supports more than 100 languages and is designed for workflows such as coding agents, multi-step planning, function calling, and reasoning over screenshots, charts, documents, and images.

Capabilities

Model	Release Date	Input	Output	Context Length	Cost (per 1 million tokens)
meta-muse-glimmer-30b	Aug 10 2026	Text, Image	Text	131,072	$0.35/1M input $1.50/1M output

info

• 1M represents 1 Million Tokens
• All prices listed are based on 1 Million Tokens

Availability

Cloud Provider

Usage

curl

curl -X POST https://api.ai.it.ufl.edu/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer <API_TOKEN>" \
-d '{
    "model": "meta-muse-glimmer-30b",
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user",
            "content": "Write a haiku about an Alligator."
        }
    ]
}'

python

from openai import OpenAI
client = OpenAI(
    api_key="your_api_key",
    base_url="https://api.ai.it.ufl.edu/v1"
)

response = client.chat.completions.create(
    model="meta-muse-glimmer-30b", # model to send to the proxy
    messages = [
        { "role": "system", "content": "You are a helpful assistant." },
        {
            "role": "user",
            "content": "Write a haiku about an Alligator."
        }
    ]
)

print(response.choices[0].message)

javascript

import OpenAI from 'openai';

const openai = new OpenAI({
  apiKey: 'your_api_key',
  baseURL: 'https://api.ai.it.ufl.edu/v1'
});

const completion = await openai.chat.completions.create({
    model: "meta-muse-glimmer-30b",
    messages: [
        { role: "system", content: "You are a helpful assistant." },
        {
            role: "user",
            content: "Write a haiku about an Alligator.",
        },
    ],
});

console.log(completion.choices[0].message)

---

References

1. Meta AI Research: Introducing Muse Glimmer
   https://research.meta.ai/blog/introducing-muse-glimmer-open-agentic-model
2. Meta Muse Glimmer 30B Model Card
   https://huggingface.co/meta-models/Muse-Glimmer-30B