muse-glimmer-30b
Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware.
Pricing: Input 60 credits / 1M tokens (≈ $0.30), Output 240 credits / 1M tokens (≈ $1.20).
Prices updated
How can I help you today?
This demo page does not include the full memory features of the client. For the complete experience, please use the client or the CLI.
More AI models from Meta
Latest and popular AI models
Muse Glimmer 30B API on ModelFold
Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. Try Muse Glimmer 30B in the ModelFold Playground, then call it from your own code through an OpenAI-compatible chat completions API.
What Is the Muse Glimmer 30B API
Muse Glimmer 30B at a glance
Muse Glimmer 30B is a chat model from Meta. It accepts text and images as input and returns text, with a context window of up to 131K tokens.
Use it without hosting anything
On ModelFold you call Muse Glimmer 30B with a single API key — no model weights to download and no inference servers to run. The same key also works for the other chat, image, video and audio models on ModelFold.
Core Capabilities of Muse Glimmer 30B
Up to 131K tokens of context
Keep long conversations, large documents and sizeable code in a single request, so the model can reason over the full material instead of fragments.
Understands images
Besides text, Muse Glimmer 30B accepts images as input, so a single request can combine instructions with visual or other media.
Function calling
Muse Glimmer 30B supports tool (function) calling: describe your functions in the request and the model returns structured calls your code can run — the basis for agents and integrations.
Adjustable reasoning effort
Choose a reasoning effort level (low, medium or high) per request to balance depth of thinking against speed and token usage.
Structured outputs
Ask for JSON that follows a schema (response_format), which makes extraction, classification and system integrations more reliable.
How to Use Muse Glimmer 30B on ModelFold
- 1
Step 1: Try it in the Playground
Open the Playground at the top of this page, type a prompt and see how Muse Glimmer 30B responds before writing any code.
- 2
Step 2: Create an API key
Sign in to ModelFold and create an API key in the console. Keep it secret and send it as a Bearer token.
- 3
Step 3: Send a request
Call POST https://modelfold.ai/v1/chat/completions with "model": "muse-glimmer-30b" and your messages. Existing OpenAI-compatible SDKs work by changing the base URL and key.
- ✓
Step 4: Ship and monitor
Integrate the response into your product and check token usage and spend for every call in the console logs.
What You Can Build with Muse Glimmer 30B
Autonomous agents
Build agents that plan multi-step tasks, call your tools and APIs, and keep working toward a goal across long sessions.
High-volume pipelines
Run classification, extraction, rewriting and batch jobs at scale where cost per request matters.
Screenshot and image understanding
Read screenshots, charts, diagrams and photos alongside text — for UI review, visual QA or turning images into structured data.
Tool-calling backends
Route requests, call functions and chain API calls as the worker model inside larger agent systems.
Frequently Asked Questions
What is Muse Glimmer 30B?⌄
Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware.
Which inputs does Muse Glimmer 30B support?⌄
Muse Glimmer 30B accepts text and images and returns text. Through ModelFold you can send text and images (OpenAI-style image_url content); in the Playground you can also attach documents, which are converted to text.
How long is the context window of Muse Glimmer 30B?⌄
Up to 131K tokens, shared between your input and the model’s output.
Does Muse Glimmer 30B support function calling?⌄
Yes. Muse Glimmer 30B supports tools / function calling through the standard tools parameter of the chat completions API.
How is Muse Glimmer 30B billed on ModelFold?⌄
Pay as you go by tokens: input and output tokens are charged at the per-million-token prices shown on this page. There is no monthly fee, and failed requests are not charged.
How do I call Muse Glimmer 30B through the API?⌄
Send a POST request to https://modelfold.ai/v1/chat/completions with "model": "muse-glimmer-30b", using your ModelFold API key as the Bearer token.
| Input | 60 credits 1M tokens≈ $0.30 |
| Output | 240 credits 1M tokens≈ $1.20 |
Billed per token: input and output are priced separately, and thinking tokens count as output. The Playground charges exactly the same way.
Read API docs →AI Agents · Claude Code / Cursor / Trae →curl https://modelfold.ai/v1/chat/completions \
-H "Authorization: Bearer $MODELFOLD_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"muse-glimmer-30b","messages":[{"role":"user","content":"Hello"}]}'