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comparison.json
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[
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{
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"mobile_model": "SmolLM2-135M-Instruct-mobile",
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"base_model": "HuggingFaceTB/SmolLM2-135M-Instruct",
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"original_size_mb": 270,
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"mobile_size_mb": 101,
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"size_reduction_pct": 62.6,
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"mobile_speed_tps": 59.7,
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"mobile_phone_tps": 46.0
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},
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{
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"mobile_model": "Qwen2.5-0.5B-Instruct-mobile-int4",
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"base_model": "Qwen/Qwen2.5-0.5B-Instruct",
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"original_size_mb": 1000,
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"mobile_size_mb": 469,
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"size_reduction_pct": 53.1,
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"mobile_speed_tps": 12.5,
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"mobile_phone_tps": 23.2
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},
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{
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"mobile_model": "Llama-3.2-1B-Instruct-Q4-mobile",
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"base_model": "meta-llama/Llama-3.2-1B-Instruct",
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"original_size_mb": 2500,
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"mobile_size_mb": 770,
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"size_reduction_pct": 69.2,
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"mobile_speed_tps": 11.3,
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"mobile_phone_tps": 5.4
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}
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]
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