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ultra_fast_30+
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[ { "model": "SmolLM2-135M-Instruct-mobile", "tps": 59.7, "size_mb": 0 } ]
[ { "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", "tp...
[ { "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-mob...
[ { "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, "size_mb": 4466.1 }, { "model": "Qwen2.5-1.5B-Instruct-Q5-mobile...

Performance Tiers

Models grouped by speed:

  • Ultra Fast (30+ t/s): 1 models
  • Fast (15-30 t/s): 9 models
  • Moderate (5-15 t/s): 16 models
  • Slow (<5 t/s): 5 models

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