Hugging Face

透過 Mastra 的模型路由器存取 60 個 Hugging Face 模型。系統會自動使用 HF_TOKEN 環境變數完成身分驗證。

如需進一步了解，請參閱Hugging Face 文件。

.env

HF_TOKEN=your-api-token

src/mastra/agents/my-agent.ts

import { Agent } from '@mastra/core/agent'

const agent = new Agent({
  id: 'my-agent',
  name: 'My Agent',
  instructions: 'You are a helpful assistant',
  model: 'huggingface/MiniMaxAI/MiniMax-M2',
})

// 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)
}

資訊

Mastra 使用與 OpenAI 相容的 /chat/completions endpoint。部分 Provider 特有功能可能無法使用，詳情請參閱Hugging Face 文件。

模型

60 available models

Model	Context	Tools	Reasoning	Image	Audio	Video	Input $/1M	Output $/1M
huggingface/deepseek-ai/DeepSeek-R1	64K						$0.70	$3
huggingface/deepseek-ai/DeepSeek-R1-0528	164K						$3	$5
huggingface/deepseek-ai/DeepSeek-V3	64K						$0.40	$1
huggingface/deepseek-ai/DeepSeek-V3.1	131K						$0.27	$1
huggingface/deepseek-ai/DeepSeek-V3.2	164K						$0.28	$0.40
huggingface/deepseek-ai/DeepSeek-V4-Flash	1.0M						$0.14	$0.28
huggingface/deepseek-ai/DeepSeek-V4-Flash-0731	1.0M						$0.14	$0.28
huggingface/deepseek-ai/DeepSeek-V4-Pro	1.0M						$0.43	$0.87
huggingface/google/gemma-4-26B-A4B-it	262K						$0.13	$0.40
huggingface/google/gemma-4-31B-it	262K						$0.14	$0.40
huggingface/meta-llama/Llama-3.3-70B-Instruct	131K						$0.59	$0.79
huggingface/MiniMaxAI/MiniMax-M2	205K						$0.30	$1
huggingface/MiniMaxAI/MiniMax-M2.1	205K						$0.30	$1
huggingface/MiniMaxAI/MiniMax-M2.5	205K						$0.30	$1
huggingface/MiniMaxAI/MiniMax-M2.7	205K						$0.30	$1
huggingface/MiniMaxAI/MiniMax-M3	524K						$0.30	$1
huggingface/moonshotai/Kimi-K2-Instruct	131K						$1	$3
huggingface/moonshotai/Kimi-K2-Instruct-0905	262K						$1	$3
huggingface/moonshotai/Kimi-K2-Thinking	262K						$0.60	$3
huggingface/moonshotai/Kimi-K2.5	262K						$0.60	$3
huggingface/moonshotai/Kimi-K2.6	262K						$0.95	$4
huggingface/moonshotai/Kimi-K2.7-Code	262K						$0.95	$4
huggingface/moonshotai/Kimi-K3	1.0M						$3	$15
huggingface/openai/gpt-oss-120b	131K						$0.25	$0.69
huggingface/openai/gpt-oss-20b	131K						$0.10	$0.50
huggingface/Qwen/Qwen3-235B-A22B	41K						$0.20	$0.80
huggingface/Qwen/Qwen3-235B-A22B-Instruct-2507	262K						$0.85	$3
huggingface/Qwen/Qwen3-235B-A22B-Thinking-2507	262K						$0.30	$3
huggingface/Qwen/Qwen3-32B	131K						$0.29	$0.59
huggingface/Qwen/Qwen3-Coder-30B-A3B-Instruct	262K						$0.07	$0.26
huggingface/Qwen/Qwen3-Coder-480B-A35B-Instruct	262K						$2	$2
huggingface/Qwen/Qwen3-Coder-Next	262K						$0.20	$2
huggingface/Qwen/Qwen3-Embedding-4B	32K						$0.01	—
huggingface/Qwen/Qwen3-Embedding-8B	32K						$0.01	—
huggingface/Qwen/Qwen3-Next-80B-A3B-Instruct	262K						$0.25	$1
huggingface/Qwen/Qwen3-Next-80B-A3B-Thinking	262K						$0.30	$2
huggingface/Qwen/Qwen3.5-122B-A10B	262K						$0.40	$3
huggingface/Qwen/Qwen3.5-27B	262K						$0.30	$2
huggingface/Qwen/Qwen3.5-35B-A3B	262K						$0.25	$2
huggingface/Qwen/Qwen3.5-397B-A17B	262K						$0.60	$4
huggingface/Qwen/Qwen3.5-9B	262K						$0.17	$0.25
huggingface/Qwen/Qwen3.6-27B	262K						$0.47	$3
huggingface/Qwen/Qwen3.6-35B-A3B	262K						$0.15	$0.95
huggingface/stepfun-ai/Step-3.5-Flash	262K						$0.10	$0.30
huggingface/stepfun-ai/Step-3.7-Flash	262K						$0.20	$1
huggingface/tencent/Hy3	262K						$0.14	$0.58
huggingface/thinkingmachines/Inkling	1.0M						$1	$4
huggingface/thinkingmachines/Inkling-Small	524K						$0.50	$1
huggingface/XiaomiMiMo/MiMo-V2-Flash	262K						$0.10	$0.30
huggingface/XiaomiMiMo/MiMo-V2.5	262K						$0.40	$2
huggingface/XiaomiMiMo/MiMo-V2.5-Pro	1.0M						$1	$3
huggingface/zai-org/GLM-4.5	131K						$0.60	$2
huggingface/zai-org/GLM-4.5-Air	131K						$0.13	$0.85
huggingface/zai-org/GLM-4.5V	66K						$0.60	$2
huggingface/zai-org/GLM-4.6	205K						$0.55	$2
huggingface/zai-org/GLM-4.7	205K						$0.60	$2
huggingface/zai-org/GLM-4.7-Flash	200K						—	—
huggingface/zai-org/GLM-5	203K						$1	$3
huggingface/zai-org/GLM-5.1	203K						$1	$3
huggingface/zai-org/GLM-5.2	262K						$1	$4

進階設定

自訂標頭

src/mastra/agents/my-agent.ts

const agent = new Agent({
  id: 'custom-agent',
  name: 'custom-agent',
  model: {
    url: 'https://router.huggingface.co/v1',
    id: 'huggingface/MiniMaxAI/MiniMax-M2',
    apiKey: process.env.HF_TOKEN,
    headers: {
      'X-Custom-Header': 'value',
    },
  },
})

動態選擇模型

src/mastra/agents/my-agent.ts

const agent = new Agent({
  id: 'dynamic-agent',
  name: 'Dynamic Agent',
  model: ({ requestContext }) => {
    const useAdvanced = requestContext.task === 'complex'
    return useAdvanced ? 'huggingface/zai-org/GLM-5.2' : 'huggingface/MiniMaxAI/MiniMax-M2'
  },
})