model-categories / categories.json
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[
{
"category": "ultra_fast",
"model": "SmolLM2-135M-Instruct-mobile",
"repo_id": "dispatchAI/SmolLM2-135M-Instruct-mobile",
"size_mb": 0,
"cpu_tps": 59.7,
"phone_tps": 46.0,
"chat_format": "llama-3"
},
{
"category": "ultra_fast",
"model": "SmolLM2-360M-Instruct-mobile",
"repo_id": "dispatchAI/SmolLM2-360M-Instruct-mobile",
"size_mb": 258.1,
"cpu_tps": 29.1,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "ultra_fast",
"model": "MiniCPM-V-4.6-mobile",
"repo_id": "dispatchAI/MiniCPM-V-4.6-mobile",
"size_mb": 504.6,
"cpu_tps": 23.4,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "ultra_fast",
"model": "SmolLM2-1.7B-Instruct-mobile",
"repo_id": "dispatchAI/SmolLM2-1.7B-Instruct-mobile",
"size_mb": 1006.7,
"cpu_tps": 18.7,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "ultra_fast",
"model": "MiniCPM5-1B-multilingual-mobile",
"repo_id": "dispatchAI/MiniCPM5-1B-multilingual-mobile",
"size_mb": 656.2,
"cpu_tps": 18.4,
"phone_tps": "",
"chat_format": null
},
{
"category": "small_under_500mb",
"model": "SmolLM2-360M-Instruct-mobile",
"repo_id": "dispatchAI/SmolLM2-360M-Instruct-mobile",
"size_mb": 258.1,
"cpu_tps": 29.1,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "small_under_500mb",
"model": "Qwen2.5-0.5B-Coder-mobile",
"repo_id": "dispatchAI/Qwen2.5-0.5B-Coder-mobile",
"size_mb": 379.4,
"cpu_tps": 8.0,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "small_under_500mb",
"model": "Qwen2.5-0.5B-Chinese-mobile",
"repo_id": "dispatchAI/Qwen2.5-0.5B-Chinese-mobile",
"size_mb": 400.6,
"cpu_tps": 16.4,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "small_under_500mb",
"model": "Qwen2.5-0.5B-Instruct-Server-mobile",
"repo_id": "dispatchAI/Qwen2.5-0.5B-Instruct-Server-mobile",
"size_mb": 482.3,
"cpu_tps": 16.7,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "balanced",
"model": "Gemma-2B-Arabic-mobile",
"repo_id": "dispatchAI/Gemma-2B-Arabic-mobile",
"size_mb": 1554.7,
"cpu_tps": 14.8,
"phone_tps": null,
"chat_format": "gemma"
},
{
"category": "balanced",
"model": "Llama-3.2-1B-FunctionCall-mobile",
"repo_id": "dispatchAI/Llama-3.2-1B-FunctionCall-mobile",
"size_mb": 1925.8,
"cpu_tps": 8.9,
"phone_tps": null,
"chat_format": "chatml"
},
{
"category": "balanced",
"model": "Qwen2.5-1.5B-Instruct-mobile-int4",
"repo_id": "dispatchAI/Qwen2.5-1.5B-Instruct-mobile-int4",
"size_mb": 1065.6,
"cpu_tps": 7.7,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "balanced",
"model": "TinyLlama-1.1B-Chat-mobile-int4",
"repo_id": "dispatchAI/TinyLlama-1.1B-Chat-mobile-int4",
"size_mb": 637.8,
"cpu_tps": 17.6,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "balanced",
"model": "Llama-3.2-1B-Instruct-mobile",
"repo_id": "dispatchAI/Llama-3.2-1B-Instruct-mobile",
"size_mb": 1259.9,
"cpu_tps": 4.9,
"phone_tps": "",
"chat_format": "llama-3"
},
{
"category": "large_quality",
"model": "Phi-3.5-mini-Instruct-mobile",
"repo_id": "dispatchAI/Phi-3.5-mini-Instruct-mobile",
"size_mb": 2282.4,
"cpu_tps": 8.6,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "large_quality",
"model": "Phi-3.5-mini-instruct-Q5-mobile",
"repo_id": "dispatchAI/Phi-3.5-mini-instruct-Q5-mobile",
"size_mb": 2684.9,
"cpu_tps": 7.0,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "large_quality",
"model": "Qwen2.5-Coder-7B-mobile",
"repo_id": "dispatchAI/Qwen2.5-Coder-7B-mobile",
"size_mb": 4466.1,
"cpu_tps": 3.0,
"phone_tps": "",
"chat_format": "chatml"
},
{
"category": "large_quality",
"model": "Llama-3.2-3B-Instruct-Q5-mobile",
"repo_id": "dispatchAI/Llama-3.2-3B-Instruct-Q5-mobile",
"size_mb": 2214.6,
"cpu_tps": 2.6,
"phone_tps": "",
"chat_format": "llama-3"
}
]