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MiniMax M2.7

Text Generation • MiniMax

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

Model Info
Context Window ↗128,000 tokens
Terms and Licenselink ↗
More informationlink ↗
Zero data retentionYes
Request formatsChat Completions, Anthropic Messages
PricingView pricing in the Cloudflare dashboard ↗

Usage

TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  { max_tokens: 2048, messages: [{ content: 'What is the capital of France?', role: 'user' }] },
)
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',
  {
    max_tokens: 2048,
    messages: [
      {
        content:
          'You are a helpful cooking assistant. Give concise recipes with metric measurements.',
        role: 'system',
      },
      { content: 'How do I make a simple pasta aglio e olio?', role: 'user' },
    ],
    temperature: 0.7,
  },
)
console.log(response)
 
# Pasta Aglio e Olio

**Serves 2 | Prep: 5 min | Cook: 15 min**

## Ingredients
- 200g spaghetti
- 60ml extra virgin olive oil
- 4 garlic cloves, thinly sliced
- 1/2 tsp dried chili flakes
- Fresh parsley, chopped
- Salt to taste

## Method

1. **Cook pasta** in well-salted boiling water until al dente. Reserve 120ml pasta water before draining.

2. **Heat olive oil** in a large pan over medium-low heat. Add garlic slices.

3. **Gently cook** garlic for 2-3 minutes until golden (not brown). Add chili flakes.

4. **Add pasta** to the pan with 60ml pasta water. Toss vigorously for 2 minutes, adding more water if needed.

5. **Finish** with parsley and serve immediately.

## Tips
- Low heat is key—garlic burns quickly
- Use good quality olive oil
- The starchy water creates the silky sauce
Multi-turn Conversation — Continuing a conversation with context
TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    max_tokens: 2048,
    messages: [
      { content: 'What are the main differences between TCP and UDP?', role: 'user' },
      {
        content:
          'TCP is connection-oriented and guarantees delivery, while UDP is connectionless and faster but without delivery guarantees.',
        role: 'assistant',
      },
      { content: 'When would I choose UDP over TCP?', role: 'user' },
    ],
    temperature: 0.5,
  },
)
console.log(response)
 
UDP is preferred in situations where speed matters more than reliability. Here are common scenarios:

**Real-time applications**

- Video/audio streaming (Zoom, Skype, gaming)
- VoIP calls where slight packet loss is tolerable
- Live broadcasts

**Low-latency requirements**

- Online gaming
- Real-time financial trading
- Time-sensitive sensor data

**Simple query-response**

- DNS lookups (quick, fire-and-forget)
- DHCP
- NTP time synchronization

**Broadcast/Multicast**

- Service discovery (mDNS)
- IPTV streaming to multiple recipients

**Why not TCP in these cases?**

- TCP's retransmission and ordering can cause latency spikes
- Connection overhead adds delay
- Unnecessary for data that becomes stale quickly (old video frames)

**Trade-offs to consider**

- Application-level error handling may be needed
- You must handle packet loss, reordering, and duplicates yourself
- Some protocols layer reliability on top of UDP (QUIC, DNS over QUIC)

If you need guaranteed delivery and ordered data with no gaps, TCP remains the safer choice.
Creative Writing — Higher temperature for creative output
TypeScript
const response = await env.AI.run(
  'minimax/m2.7',
  {
    max_tokens: 2048,
    messages: [{ content: 'Write a haiku about programming.', role: 'user' }],
    temperature: 0.9,
  },
)
console.log(response)
 
Code flows like water  
Logic weaves in silent streams  
Bugs fade in sunrise

Parameters

Schema variant
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