| { |
| "ultra_fast_30+": [ |
| { |
| "model": "SmolLM2-135M-Instruct-mobile", |
| "tps": 59.7, |
| "size_mb": 0 |
| } |
| ], |
| "fast_15_30": [ |
| { |
| "model": "TinyLlama-1.1B-Chat-mobile-int4", |
| "tps": 17.6, |
| "size_mb": 637.8 |
| }, |
| { |
| "model": "SmolLM2-1.7B-Instruct-mobile", |
| "tps": 18.7, |
| "size_mb": 1006.7 |
| }, |
| { |
| "model": "MiniCPM5-1B-mobile", |
| "tps": 18.1, |
| "size_mb": 656.2 |
| }, |
| { |
| "model": "MiniCPM-V-4.6-mobile", |
| "tps": 23.4, |
| "size_mb": 504.6 |
| }, |
| { |
| "model": "MiniCPM5-1B-multilingual-mobile", |
| "tps": 18.4, |
| "size_mb": 656.2 |
| }, |
| { |
| "model": "Qwen2.5-0.5B-Chinese-mobile", |
| "tps": 16.4, |
| "size_mb": 400.6 |
| }, |
| { |
| "model": "Qwen2.5-0.5B-Instruct-Server-mobile", |
| "tps": 16.7, |
| "size_mb": 482.3 |
| }, |
| { |
| "model": "SmolLM2-360M-Instruct-mobile", |
| "tps": 29.1, |
| "size_mb": 258.1 |
| }, |
| { |
| "model": "Qwen2.5-Math-1.5B-mobile", |
| "tps": 15.7, |
| "size_mb": 940.4 |
| } |
| ], |
| "moderate_5_15": [ |
| { |
| "model": "Qwen2.5-0.5B-Instruct-mobile-int4", |
| "tps": 12.5, |
| "size_mb": 0 |
| }, |
| { |
| "model": "Llama-3.2-1B-Instruct-Q4-mobile", |
| "tps": 11.3, |
| "size_mb": 0 |
| }, |
| { |
| "model": "Gemma-2B-Arabic-mobile", |
| "tps": 14.8, |
| "size_mb": 1554.7 |
| }, |
| { |
| "model": "Llama-3.2-1B-FunctionCall-mobile", |
| "tps": 8.9, |
| "size_mb": 1925.8 |
| }, |
| { |
| "model": "Qwen2.5-1.5B-Instruct-mobile-int4", |
| "tps": 7.7, |
| "size_mb": 1065.6 |
| }, |
| { |
| "model": "Gemma-2-2B-IT-mobile", |
| "tps": 8.2, |
| "size_mb": 1629.4 |
| }, |
| { |
| "model": "Phi-3.5-mini-Instruct-mobile", |
| "tps": 8.6, |
| "size_mb": 2282.4 |
| }, |
| { |
| "model": "Llama-3.2-3B-FunctionCall-mobile", |
| "tps": 9.1, |
| "size_mb": 1925.8 |
| }, |
| { |
| "model": "Qwen2.5-0.5B-Coder-mobile", |
| "tps": 8.0, |
| "size_mb": 379.4 |
| }, |
| { |
| "model": "Phi-3.5-mini-instruct-Q5-mobile", |
| "tps": 7.0, |
| "size_mb": 2684.9 |
| }, |
| { |
| "model": "TinyLlama-1.1B-Chat-Q5-mobile", |
| "tps": 10.9, |
| "size_mb": 746.7 |
| }, |
| { |
| "model": "Gemma-2-2B-IT-Q5-mobile", |
| "tps": 5.7, |
| "size_mb": 1834.2 |
| }, |
| { |
| "model": "Llama-3.2-1B-Instruct-Q6-mobile", |
| "tps": 5.0, |
| "size_mb": 974.5 |
| }, |
| { |
| "model": "SmolLM2-1.7B-Instruct-Q5-mobile", |
| "tps": 10.8, |
| "size_mb": 1168.7 |
| }, |
| { |
| "model": "Qwen2.5-Coder-1.5B-mobile", |
| "tps": 7.8, |
| "size_mb": 940.4 |
| }, |
| { |
| "model": "Qwen2.5-1.5B-Instruct-Q8-mobile", |
| "tps": 8.7, |
| "size_mb": 1570.3 |
| } |
| ], |
| "slow_under_5": [ |
| { |
| "model": "Llama-3.2-1B-Instruct-mobile", |
| "tps": 4.9, |
| "size_mb": 1259.9 |
| }, |
| { |
| "model": "Llama-3.2-3B-Instruct-mobile", |
| "tps": 4.8, |
| "size_mb": 1925.8 |
| }, |
| { |
| "model": "Qwen2.5-Coder-7B-mobile", |
| "tps": 3.0, |
| "size_mb": 4466.1 |
| }, |
| { |
| "model": "Qwen2.5-1.5B-Instruct-Q5-mobile", |
| "tps": 4.4, |
| "size_mb": 1072.9 |
| }, |
| { |
| "model": "Llama-3.2-3B-Instruct-Q5-mobile", |
| "tps": 2.6, |
| "size_mb": 2214.6 |
| } |
| ] |
| } |
