MiniMax M2.7·续

MiniMax M2.7·续

</details>

<summary>Creative Writing — Higher temperature for creative output</summary>

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)

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/v1/chat/completions \
  --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
  --header "Content-Type: application/json" \
  --data '{
  "model": "minimax/m2.7",
  "max_tokens": 2048,
  "messages": [
    {
      "content": "Write a haiku about programming.",
      "role": "user"
    }
  ],
  "temperature": 0.9
}'

Code flows like water  
Logic weaves in silent streams  
Bugs fade in sunrise

{
  "id": "066cf8eba419a621e81c91dd2899b9e6",
  "choices": [
    {
      "index": 0,
      "message": {
        "role": "assistant",
        "content": "Code flows like water  \nLogic weaves in silent streams  \nBugs fade in sunrise",
        "name": "MiniMax AI",
        "audio_content": "",
        "reasoning_content": "The user asks: \"Write a haiku about programming.\" We need to respond with a haiku (5-7-5 syllable structure) about programming. No disallowed content. So simply produce a haiku. Perhaps a nice one. Let's think.\n\nDefinition: Haiku is a short poem with three lines: first line five syllables, second line seven syllables, third line five syllables. Must convey something about programming. Let's craft a haiku.\n\nPossible lines:\n\nLine1: \"Code flows like water\" (Count syllables: Code(1) flows(1) like(1) wa(1) ter(1) -> \"water\" is two syllables: wa-ter = 2, so total = 1+1+1+2 =5) Actually: \"Code flows like water\": Co-de (2) flows (1) like (1) wa-ter (2) = total 6? Let's count: \"Code\" is one syllable? Actually \"code\" is one syllable. So \"Code flows like water\": Code (1) flows (1) like (1) water (2) = total 5. Wait: Code = 1, flows = 1, like = 1, water = 2 => total = 5. Yes. So line1 is 5.\n\nLine2: \"Logic weaves in silent streams\" Count: Logic (2) weaves (1) in (1) si-lent (2) streams (1) = total = 2+1+1+2+1=7. Yes, 7.\n\nLine3: \"Bugs fade in sunrise\" Count: Bugs (1) fade (1) in (1) sun-rise (2) = total =5? Actually \"sunrise\" is two syllables: sun-rise. So Bugs (1) fade (1) in (1) sun-rise (2) = 5. Yes.\n\nAlternatively something about \"silicon dreams\" etc.\n\nMake sure we follow haiku structure: 5-7-5 syllables. Let's double-check.\n\nHaiku about programming:\n\nLine1: \"Code flows like water\" (5)\nLine2: \"Logic weaves in silent streams\" (7)\nLine3: \"Bugs fade in sunrise\" (5)\n\nAll good.\n\nAlternatively: \"Silent code compiles\" (5? Count: Si-lent (2) code (1) com-piles (2) =5) But it's okay.\n\nOk let's produce a haiku: maybe:\n\n\"Silicon sighs at night,\nfunctions dance in bright loops,\nbugs dissolve in dawn.\" Let's count.\n\nLine1: \"Silicon sighs at night\" Count: Si-li-con (3) sighs (1) at (1) night (1) =6? Actually \"silicon\" is three syllables: Si-li-con. sighs=1, at=1, night=1 => total = 3+1+1+1=6. Too many.\n\nMaybe \"Silicon sighs at dusk\" Count: Si-li-con (3) sighs (1) at (1) dusk (1) =6.\n\nOk not that.\n\nBetter to go with first attempt.\n\nMaybe \"Infinite loops at night\" Count: In-fi-nite (3) loops (1) at (1) night (1) =6.\n\nThus keep original.\n\nCheck:\n\nLine1: Code flows like water (5)\nLine2: Logic weaves in silent streams (7)\nLine3: Bugs fade in sunrise (5)\n\nBetter ensure second line count: Logic (2) weaves (1) in (1) silent (2) streams (1) =2+1+1+2+1=7.\n\nThird line: Bugs (1) fade (1) in (1) sunrise (2) =5.\n\nThus ok.\n\nOne could also add a title? The user only asked to write a haiku. So just output the haiku.\n\nThus final answer: the haiku.\n\nMake sure not to have any extra commentary beyond the haiku? The user just asked for a haiku. Typically we can output just the poem. Might add a short line like \"Here's a haiku:\" but that's extra. Safer to just output the poem.\n\nThus final.",
        "reasoning_details": [
          {
            "type": "reasoning.text",
            "id": "reasoning-text-1",
            "format": "MiniMax-response-v1",
            "index": 0,
            "text": "The user asks: \"Write a haiku about programming.\" We need to respond with a haiku (5-7-5 syllable structure) about programming. No disallowed content. So simply produce a haiku. Perhaps a nice one. Let's think.\n\nDefinition: Haiku is a short poem with three lines: first line five syllables, second line seven syllables, third line five syllables. Must convey something about programming. Let's craft a haiku.\n\nPossible lines:\n\nLine1: \"Code flows like water\" (Count syllables: Code(1) flows(1) like(1) wa(1) ter(1) -> \"water\" is two syllables: wa-ter = 2, so total = 1+1+1+2 =5) Actually: \"Code flows like water\": Co-de (2) flows (1) like (1) wa-ter (2) = total 6? Let's count: \"Code\" is one syllable? Actually \"code\" is one syllable. So \"Code flows like water\": Code (1) flows (1) like (1) water (2) = total 5. Wait: Code = 1, flows = 1, like = 1, water = 2 => total = 5. Yes. So line1 is 5.\n\nLine2: \"Logic weaves in silent streams\" Count: Logic (2) weaves (1) in (1) si-lent (2) streams (1) = total = 2+1+1+2+1=7. Yes, 7.\n\nLine3: \"Bugs fade in sunrise\" Count: Bugs (1) fade (1) in (1) sun-rise (2) = total =5? Actually \"sunrise\" is two syllables: sun-rise. So Bugs (1) fade (1) in (1) sun-rise (2) = 5. Yes.\n\nAlternatively something about \"silicon dreams\" etc.\n\nMake sure we follow haiku structure: 5-7-5 syllables. Let's double-check.\n\nHaiku about programming:\n\nLine1: \"Code flows like water\" (5)\nLine2: \"Logic weaves in silent streams\" (7)\nLine3: \"Bugs fade in sunrise\" (5)\n\nAll good.\n\nAlternatively: \"Silent code compiles\" (5? Count: Si-lent (2) code (1) com-piles (2) =5) But it's okay.\n\nOk let's produce a haiku: maybe:\n\n\"Silicon sighs at night,\nfunctions dance in bright loops,\nbugs dissolve in dawn.\" Let's count.\n\nLine1: \"Silicon sighs at night\" Count: Si-li-con (3) sighs (1) at (1) night (1) =6? Actually \"silicon\" is three syllables: Si-li-con. sighs=1, at=1, night=1 => total = 3+1+1+1=6. Too many.\n\nMaybe \"Silicon sighs at dusk\" Count: Si-li-con (3) sighs (1) at (1) dusk (1) =6.\n\nOk not that.\n\nBetter to go with first attempt.\n\nMaybe \"Infinite loops at night\" Count: In-fi-nite (3) loops (1) at (1) night (1) =6.\n\nThus keep original.\n\nCheck:\n\nLine1: Code flows like water (5)\nLine2: Logic weaves in silent streams (7)\nLine3: Bugs fade in sunrise (5)\n\nBetter ensure second line count: Logic (2) weaves (1) in (1) silent (2) streams (1) =2+1+1+2+1=7.\n\nThird line: Bugs (1) fade (1) in (1) sunrise (2) =5.\n\nThus ok.\n\nOne could also add a title? The user only asked to write a haiku. So just output the haiku.\n\nThus final answer: the haiku.\n\nMake sure not to have any extra commentary beyond the haiku? The user just asked for a haiku. Typically we can output just the poem. Might add a short line like \"Here's a haiku:\" but that's extra. Safer to just output the poem.\n\nThus final."
          }
        ]
      },
      "finish_reason": "stop"
    }
  ],
  "created": 1780336107,
  "model": "MiniMax-M2.7",
  "object": "chat.completion",
  "usage": {
    "total_tokens": 936,
    "prompt_tokens": 48,
    "completion_tokens": 888,
    "total_characters": 0,
    "completion_tokens_details": {
      "reasoning_tokens": 872
    }
  },
  "input_sensitive": false,
  "output_sensitive": false,
  "base_resp": {
    "status_code": 0,
    "status_msg": ""
  },
  "input_sensitive_type": 0,
  "output_sensitive_type": 0,
  "output_sensitive_int": 0,
  "gatewayMetadata": {
    "keySource": "Unified"
  }
}

</details>

Parameters

Schema variant

Chat CompletionsMessages

▶messages[]

arrayrequired

temperature

numberminimum: 0maximum: 1

max_tokens

numberexclusiveMinimum: 0

max_completion_tokens

numberexclusiveMinimum: 0

top_p

numberminimum: 0maximum: 1

stream

boolean

▶stream_options{}

object

▶tools[]

array

tool_choice

stringenum: none, auto

▶response_format{}

object

mask_sensitive_info

boolean

▶messages[]

arrayrequired

max_tokens

numberrequiredexclusiveMinimum: 0

system

string

temperature

numberminimum: 0maximum: 1

top_p

numberminimum: 0maximum: 1

top_k

numberexclusiveMinimum: 0

stream

boolean

▶metadata{}

object

string

▶choices[]

array

created

number

model

string

object

stringenum: chat.completion, chat.completion.chunk

▶usage{}

object

input_sensitive

boolean

output_sensitive

boolean

▶base_resp{}

object

string

type

stringconst: message

role

stringconst: assistant

▶content[]

array

model

string

stop_reason

string

▶usage{}

object

API Schemas (Raw)

Input Open Download

Output Open Download

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description: MiniMax's M3 language model with frontier coding and agentic capabilities, a 1M token context window, and multilingual support. title: MiniMax M3 image: https://developers.cloudflare.com/og-docs.png

Documentation Index
Fetch the complete documentation index at: https://developers.cloudflare.com/llms.txt
Use this file to discover all available pages before exploring further.

MiniMax M2.7·续

MiniMax M2.7·续

Parameters

API Schemas (Raw)

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