model stringlengths 18 35 | family stringclasses 6
values | cpu_tps float64 2.6 59.7 | phone_tps unknown | size_mb float64 0 4.47k | chat_format stringclasses 3
values | speed_per_mb float64 0 0.11 |
|---|---|---|---|---|---|---|
SmolLM2-135M-Instruct-mobile | SmolLM2 | 59.7 | 46 | 0 | llama-3 | 0 |
SmolLM2-360M-Instruct-mobile | SmolLM2 | 29.1 | "" | 258.1 | chatml | 0.113 |
MiniCPM-V-4.6-mobile | MiniCPM | 23.4 | "" | 504.6 | chatml | 0.046 |
SmolLM2-1.7B-Instruct-mobile | SmolLM2 | 18.7 | "" | 1,006.7 | chatml | 0.019 |
MiniCPM5-1B-multilingual-mobile | MiniCPM | 18.4 | "" | 656.2 | null | 0.028 |
MiniCPM5-1B-mobile | MiniCPM | 18.1 | "" | 656.2 | null | 0.028 |
TinyLlama-1.1B-Chat-mobile-int4 | Llama-3.2 | 17.6 | "" | 637.8 | chatml | 0.028 |
Qwen2.5-0.5B-Instruct-Server-mobile | Qwen2.5 | 16.7 | "" | 482.3 | chatml | 0.035 |
Qwen2.5-0.5B-Chinese-mobile | Qwen2.5 | 16.4 | "" | 400.6 | chatml | 0.041 |
Qwen2.5-Math-1.5B-mobile | Qwen2.5 | 15.7 | "" | 940.4 | chatml | 0.017 |
Gemma-2B-Arabic-mobile | Gemma-2 | 14.8 | null | 1,554.7 | gemma | 0.01 |
Qwen2.5-0.5B-Instruct-mobile-int4 | Qwen2.5 | 12.5 | 23.2 | 0 | chatml | 0 |
Llama-3.2-1B-Instruct-Q4-mobile | Llama-3.2 | 11.3 | 5.4 | 0 | chatml | 0 |
TinyLlama-1.1B-Chat-Q5-mobile | Llama-3.2 | 10.9 | "" | 746.7 | chatml | 0.015 |
SmolLM2-1.7B-Instruct-Q5-mobile | SmolLM2 | 10.8 | "" | 1,168.7 | chatml | 0.009 |
Llama-3.2-3B-FunctionCall-mobile | Llama-3.2 | 9.1 | "" | 1,925.8 | llama-3 | 0.005 |
Llama-3.2-1B-FunctionCall-mobile | Llama-3.2 | 8.9 | null | 1,925.8 | chatml | 0.005 |
Qwen2.5-1.5B-Instruct-Q8-mobile | Qwen2.5 | 8.7 | "" | 1,570.3 | chatml | 0.006 |
Phi-3.5-mini-Instruct-mobile | Phi-3.5 | 8.6 | "" | 2,282.4 | chatml | 0.004 |
Gemma-2-2B-IT-mobile | Gemma-2 | 8.2 | "" | 1,629.4 | gemma | 0.005 |
Qwen2.5-0.5B-Coder-mobile | Qwen2.5 | 8 | "" | 379.4 | chatml | 0.021 |
Qwen2.5-Coder-1.5B-mobile | Qwen2.5 | 7.8 | "" | 940.4 | chatml | 0.008 |
Qwen2.5-1.5B-Instruct-mobile-int4 | Qwen2.5 | 7.7 | "" | 1,065.6 | chatml | 0.007 |
Phi-3.5-mini-instruct-Q5-mobile | Phi-3.5 | 7 | "" | 2,684.9 | chatml | 0.003 |
Gemma-2-2B-IT-Q5-mobile | Gemma-2 | 5.7 | "" | 1,834.2 | gemma | 0.003 |
Llama-3.2-1B-Instruct-Q6-mobile | Llama-3.2 | 5 | "" | 974.5 | llama-3 | 0.005 |
Llama-3.2-1B-Instruct-mobile | Llama-3.2 | 4.9 | "" | 1,259.9 | llama-3 | 0.004 |
Llama-3.2-3B-Instruct-mobile | Llama-3.2 | 4.8 | "" | 1,925.8 | llama-3 | 0.002 |
Qwen2.5-1.5B-Instruct-Q5-mobile | Qwen2.5 | 4.4 | "" | 1,072.9 | chatml | 0.004 |
Qwen2.5-Coder-7B-mobile | Qwen2.5 | 3 | "" | 4,466.1 | chatml | 0.001 |
Llama-3.2-3B-Instruct-Q5-mobile | Llama-3.2 | 2.6 | "" | 2,214.6 | llama-3 | 0.001 |
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