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| Type | Bits | Quality | Description |
|---|---|---|---|
| Q2_K | 2-bit | 🟥 Low | Minimal footprint; only for tests |
| Q3_K_S | 3-bit | 🟧 Low | “Small” variant (less accurate) |
| Q3_K_M | 3-bit | 🟧 Low–Med | “Medium” variant |
| Q4_K_S | 4-bit | 🟨 Med | Small, faster, slightly less quality |
| Q4_K_M | 4-bit | 🟩 Med–High | “Medium” — best 4-bit balance |
| Q5_K_S | 5-bit | 🟩 High | Slightly smaller than Q5_K_M |
| Q5_K_M | 5-bit | 🟩🟩 High | Excellent general-purpose quant |
| Q6_K | 6-bit | 🟩🟩🟩 Very High | Almost FP16 quality, larger size |
| Q8_0 | 8-bit | 🟩🟩🟩🟩 | Near-lossless baseline |