speeds.json

[
  {
    "model": "SmolLM2-135M-Instruct-mobile",
    "cpu_tps": 59.7,
    "phone_tps": 46.0,
    "size_mb": 0,
    "chat_format": "llama-3"
  },
  {
    "model": "TinyLlama-1.1B-Chat-mobile-int4",
    "cpu_tps": 17.6,
    "phone_tps": "",
    "size_mb": 637.8,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-0.5B-Instruct-Server-mobile",
    "cpu_tps": 16.7,
    "phone_tps": "",
    "size_mb": 482.3,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-0.5B-Chinese-mobile",
    "cpu_tps": 16.4,
    "phone_tps": "",
    "size_mb": 400.6,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-Math-1.5B-mobile",
    "cpu_tps": 15.7,
    "phone_tps": "",
    "size_mb": 940.4,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-0.5B-Instruct-mobile-int4",
    "cpu_tps": 12.5,
    "phone_tps": 23.2,
    "size_mb": 0,
    "chat_format": "chatml"
  },
  {
    "model": "Llama-3.2-1B-Instruct-Q4-mobile",
    "cpu_tps": 11.3,
    "phone_tps": 5.4,
    "size_mb": 0,
    "chat_format": "chatml"
  },
  {
    "model": "TinyLlama-1.1B-Chat-Q5-mobile",
    "cpu_tps": 10.9,
    "phone_tps": "",
    "size_mb": 746.7,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-1.5B-Instruct-Q8-mobile",
    "cpu_tps": 8.7,
    "phone_tps": "",
    "size_mb": 1570.3,
    "chat_format": "chatml"
  },
  {
    "model": "Phi-3.5-mini-Instruct-mobile",
    "cpu_tps": 8.6,
    "phone_tps": "",
    "size_mb": 2282.4,
    "chat_format": "chatml"
  },
  {
    "model": "Gemma-2-2B-IT-mobile",
    "cpu_tps": 8.2,
    "phone_tps": "",
    "size_mb": 1629.4,
    "chat_format": "gemma"
  },
  {
    "model": "Qwen2.5-0.5B-Coder-mobile",
    "cpu_tps": 8.0,
    "phone_tps": "",
    "size_mb": 379.4,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-Coder-1.5B-mobile",
    "cpu_tps": 7.8,
    "phone_tps": "",
    "size_mb": 940.4,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-1.5B-Instruct-mobile-int4",
    "cpu_tps": 7.7,
    "phone_tps": "",
    "size_mb": 1065.6,
    "chat_format": "chatml"
  },
  {
    "model": "Phi-3.5-mini-instruct-Q5-mobile",
    "cpu_tps": 7.0,
    "phone_tps": "",
    "size_mb": 2684.9,
    "chat_format": "chatml"
  },
  {
    "model": "Gemma-2-2B-IT-Q5-mobile",
    "cpu_tps": 5.7,
    "phone_tps": "",
    "size_mb": 1834.2,
    "chat_format": "gemma"
  },
  {
    "model": "Llama-3.2-1B-Instruct-Q6-mobile",
    "cpu_tps": 5.0,
    "phone_tps": "",
    "size_mb": 974.5,
    "chat_format": "llama-3"
  },
  {
    "model": "Llama-3.2-1B-Instruct-mobile",
    "cpu_tps": 4.9,
    "phone_tps": "",
    "size_mb": 1259.9,
    "chat_format": "llama-3"
  },
  {
    "model": "Llama-3.2-3B-Instruct-mobile",
    "cpu_tps": 4.8,
    "phone_tps": "",
    "size_mb": 1925.8,
    "chat_format": "llama-3"
  },
  {
    "model": "Qwen2.5-1.5B-Instruct-Q5-mobile",
    "cpu_tps": 4.4,
    "phone_tps": "",
    "size_mb": 1072.9,
    "chat_format": "chatml"
  },
  {
    "model": "Qwen2.5-Coder-7B-mobile",
    "cpu_tps": 3.0,
    "phone_tps": "",
    "size_mb": 4466.1,
    "chat_format": "chatml"
  },
  {
    "model": "Llama-3.2-3B-Instruct-Q5-mobile",
    "cpu_tps": 2.6,
    "phone_tps": "",
    "size_mb": 2214.6,
    "chat_format": "llama-3"
  }
]