mobile_model stringclasses 3
values | base_model stringclasses 3
values | original_size_mb int64 270 2.5k | mobile_size_mb int64 101 770 | size_reduction_pct float64 53.1 69.2 | mobile_speed_tps float64 11.3 59.7 | mobile_phone_tps float64 5.4 46 |
|---|---|---|---|---|---|---|
SmolLM2-135M-Instruct-mobile | HuggingFaceTB/SmolLM2-135M-Instruct | 270 | 101 | 62.6 | 59.7 | 46 |
Qwen2.5-0.5B-Instruct-mobile-int4 | Qwen/Qwen2.5-0.5B-Instruct | 1,000 | 469 | 53.1 | 12.5 | 23.2 |
Llama-3.2-1B-Instruct-Q4-mobile | meta-llama/Llama-3.2-1B-Instruct | 2,500 | 770 | 69.2 | 11.3 | 5.4 |
Model Comparison: Original vs Mobile
Shows the size reduction achieved by dispatchAI's re-engineering.
| Model | Original | Mobile | Reduction |
|---|---|---|---|
| SmolLM2-135M | 270MB | 101MB | 62.6% |
| Qwen2.5-0.5B | 1000MB | 469MB | 53.1% |
| Llama-3.2-1B | 2500MB | 770MB | 69.2% |
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