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MiniMax M2.7

Text Generation • MiniMax • Proxied

MiniMax's M2.7 language model with multilingual capabilities.

Model Info
Context Window ↗128,000 tokens
Terms and Licenselink ↗
More informationlink ↗
PricingView pricing in the Cloudflare dashboard ↗

Usage

TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    messages: [
      {
        role: 'user',
        content: 'What is the capital of France?',
      },
    ],
    max_tokens: 2048,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)
The capital of France is Paris.

Examples

With System Prompt — Using a system prompt to guide behavior
TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    messages: [
      {
        role: 'system',
        content:
          'You are a helpful cooking assistant. Give concise recipes with metric measurements.',
      },
      {
        role: 'user',
        content: 'How do I make a simple pasta aglio e olio?',
      },
    ],
    temperature: 0.7,
    max_tokens: 2048,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)
# Pasta Aglio e Olio

**Ingredients (2 servings):**

- 200g spaghetti
- 80ml extra virgin olive oil
- 6 garlic cloves, thinly sliced
- 1 tsp chili flakes (optional)
- Fresh parsley, chopped
- Salt to taste

**Method:**

1. Cook spaghetti in well-salted boiling water until al dente. Reserve 120ml pasta water.
2. Heat olive oil in a pan over low-medium heat. Add garlic and chili flakes.
3. Cook gently 2-3 minutes until garlic is golden (don't brown it).
4. Add drained pasta to the pan. Toss with pasta water to create a light sauce.
5. Finish with parsley and serve immediately.

**Tips:**

- Low heat is key—garlic burns easily
- Pasta water starches help the sauce cling to the noodles
- Best served immediately
Multi-turn Conversation — Continuing a conversation with context
TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    messages: [
      {
        role: 'user',
        content: 'What are the main differences between TCP and UDP?',
      },
      {
        role: 'assistant',
        content:
          'TCP is connection-oriented and guarantees delivery, while UDP is connectionless and faster but without delivery guarantees.',
      },
      {
        role: 'user',
        content: 'When would I choose UDP over TCP?',
      },
    ],
    temperature: 0.5,
    max_tokens: 2048,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)
Choose UDP over TCP when:

1. **Real-time performance matters more than reliability**
   - Video/audio streaming
   - VoIP calls
   - Online gaming

2. **Broadcasting or multicasting is needed**
   - UDP supports these natively; TCP doesn't

3. **Low latency is critical**
   - Live sports streams
   - Financial market data feeds

4. **The application handles its own reliability**
   - QUIC protocol (used by HTTP/3)
   - Custom protocols with built-in error handling

5. **Simple request/response where loss is tolerable**
   - DNS queries (most use UDP)

6. **Message sizes are small and frequent**
   - Connection overhead would outweigh benefits

**Bottom line:** If a dropped packet is preferable to a delayed packet, UDP is likely the better choice.
Creative Writing — Higher temperature for creative output
TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    messages: [
      {
        role: 'user',
        content: 'Write a haiku about programming.',
      },
    ],
    temperature: 0.9,
    max_tokens: 2048,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)
Code streams like soft rain  
loops and functions cascade on  
bugs fade into light

Parameters

temperature
numberminimum: 0maximum: 1
max_tokens
numberexclusiveMinimum: 0
max_completion_tokens
numberexclusiveMinimum: 0
top_p
numberminimum: 0maximum: 1
stream
boolean
tool_choice
stringenum: none, auto
mask_sensitive_info
boolean

API Schemas (Raw)

Input
Output