level stringclasses 7
values | size_vs_fp16 stringclasses 7
values | quality stringclasses 7
values | use_case stringclasses 7
values | recommended bool 2
classes |
|---|---|---|---|---|
Q2_K | 25% | 75% | Ultra-low RAM (1GB devices) | false |
Q3_K_M | 30% | 85% | Very constrained devices | false |
Q4_K_M | 40% | 92% | Sweet spot for mobile | true |
Q5_K_M | 50% | 95% | Quality-sensitive mobile | true |
Q6_K | 60% | 97% | Near-lossless mobile | false |
Q8_0 | 70% | 98% | High-quality, smaller than FP16 | false |
F16 | 100% | 100% | Reference / debugging | false |
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