Hugging Face
Access 11 Hugging Face models through Mastra’s model router. Authentication is handled automatically using the HF_TOKEN
environment variable.
Learn more in the Hugging Face documentation .
HF_TOKEN=your-api-key
import { Agent } from "@mastra/core";
const agent = new Agent({
name: "my-agent",
instructions: "You are a helpful assistant",
model: "huggingface/Qwen/Qwen3-235B-A22B-Thinking-2507"
});
// Generate a response
const response = await agent.generate("Hello!");
// Stream a response
const stream = await agent.stream("Tell me a story");
for await (const chunk of stream) {
console.log(chunk);
}
Mastra uses the OpenAI-compatible /chat/completions
endpoint. Some provider-specific features may not be available. Check the Hugging Face documentation for details.
Models
Model | Context | Tools | Reasoning | Image | Audio | Video | Input $/1M | Output $/1M |
---|---|---|---|---|---|---|---|---|
huggingface/deepseek-ai/DeepSeek-R1-0528 | 164K | $3 | $5 | |||||
huggingface/deepseek-ai/Deepseek-V3-0324 | 16K | $1 | $1 | |||||
huggingface/moonshotai/Kimi-K2-Instruct | 131K | $1 | $3 | |||||
huggingface/moonshotai/Kimi-K2-Instruct-0905 | 262K | $1 | $3 | |||||
huggingface/Qwen/Qwen3-235B-A22B-Thinking-2507 | 262K | $0.30 | $3 | |||||
huggingface/Qwen/Qwen3-Coder-480B-A35B-Instruct | 262K | $2 | $2 | |||||
huggingface/Qwen/Qwen3-Next-80B-A3B-Instruct | 262K | $0.25 | $1 | |||||
huggingface/Qwen/Qwen3-Next-80B-A3B-Thinking | 262K | $0.30 | $2 | |||||
huggingface/zai-org/GLM-4.5 | 131K | $0.60 | $2 | |||||
huggingface/zai-org/GLM-4.5-Air | 128K | $0.20 | $1 | |||||
huggingface/zai-org/GLM-4.6 | 200K | $0.60 | $2 |
Advanced Configuration
Custom Headers
const agent = new Agent({
name: "custom-agent",
model: {
url: "https://router.huggingface.co/v1",
modelId: "Qwen/Qwen3-235B-A22B-Thinking-2507",
apiKey: process.env.HF_TOKEN,
headers: {
"X-Custom-Header": "value"
}
}
});
Dynamic Model Selection
const agent = new Agent({
name: "dynamic-agent",
model: ({ runtimeContext }) => {
const useAdvanced = runtimeContext.task === "complex";
return useAdvanced
? "huggingface/zai-org/GLM-4.6"
: "huggingface/Qwen/Qwen3-235B-A22B-Thinking-2507";
}
});