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MarkBase Admin ac75faa0cc
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Initial commit: E4B-MarkBase model integration with passing tests
- E4B-MarkBase model (42 layers, 4.4GB) loaded successfully
- All Phase 1-6 tests passed (model loading, forward pass, vision/audio towers, token generation, performance)
- All stress tests passed (5/5 in 127.6s)
  - Concurrent inference
  - Memory stress (67.5 tok/s, 0 NaN)
  - Continuous generation
  - Batch processing
  - Long-running stability
- Swift Metal inference engine with multimodal support
2026-06-23 18:12:35 +08:00

2.5 KiB

API 參考文檔

端點

GET /health

健康檢查

響應:

{
  "status": "healthy",
  "model": "markbase-12b",
  "layers": 48,
  "vocabSize": 262144
}

GET /v1/models

獲取可用模型列表

響應:

{
  "data": [
    {
      "id": "markbase-12b",
      "object": "model",
      "owned_by": "markbase"
    }
  ]
}

POST /v1/chat/completions

對話生成

請求體:

{
  "messages": [
    {"role": "user", "content": "Hello"}
  ],
  "max_tokens": 100,
  "temperature": 0.7,
  "top_p": 0.95,
  "top_k": 40,
  "stream": false
}

響應 (非流式):

{
  "id": "chatcmpl-abc123",
  "object": "chat.completion",
  "created": 1234567890,
  "model": "markbase-12b",
  "choices": [
    {
      "index": 0,
      "message": {
        "role": "assistant",
        "content": "Hello! How can I help you?"
      },
      "finish_reason": "stop"
    }
  ],
  "usage": {
    "prompt_tokens": 10,
    "completion_tokens": 50,
    "total_tokens": 60
  }
}

響應 (流式):

data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk",...,"choices":[{"delta":{"role":"assistant"},"finish_reason":null}]}

data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk",...,"choices":[{"delta":{"content":"Hello"},"finish_reason":null}]}

data: [DONE]

POST /v1/completions

文本補全

請求體:

{
  "prompt": "Hello, world!",
  "max_tokens": 100,
  "temperature": 0.7,
  "stream": false
}

參數說明

參數 類型 默認 說明
messages array - 對話消息列表
prompt string - 文本提示
max_tokens int 100 最大生成 token 數 (1-4096)
temperature float 1.0 溫度 (0.0-2.0)
top_p float - 核采樣閾值 (0.0-1.0)
top_k int - Top-k 采樣
stream bool false 是否流式輸出

錯誤格式

{
  "error": {
    "message": "Invalid request: prompt cannot be empty",
    "type": "invalid_request_error",
    "code": 400
  }
}

多模態格式

圖片

{
  "messages": [
    {
      "role": "user",
      "content": [
        {"type": "text", "text": "描述這張圖片"},
        {"type": "image_url", "image_url": {"url": "data:image/jpeg;base64,..."}}
      ]
    }
  ]
}

音訊

{
  "messages": [
    {
      "role": "user",
      "content": [
        {"type": "text", "text": "轉錄這段音訊"},
        {"type": "audio_url", "audio_url": {"url": "data:audio/wav;base64,..."}}
      ]
    }
  ]
}