Magistral-Small-2506 - DASH-Q 2-bit GGUF
llama.cpp GGUF files of mistralai/Magistral-Small-2506 quantized with DASH-Q, at several 2-bit-class sizes. Every file uses only standard llama.cpp tensor types (no tensor above 4 bits) and loads in any recent llama.cpp build.
| File | Type | Size | Bits / weight |
|---|---|---|---|
Magistral-Small-2506-DASHQ-IQ2_XXS.gguf |
IQ2_XXS | 6.76 GB | 2.29 |
Magistral-Small-2506-DASHQ-IQ2_XS.gguf |
IQ2_XS | 7.68 GB | 2.60 |
Magistral-Small-2506-DASHQ-IQ2_M.gguf |
IQ2_M | 8.25 GB | 2.80 |
Magistral-Small-2506-DASHQ-Q2_K_XL.gguf |
Q2_K_XL | 9.15 GB | 3.10 |
Perplexity (lower is better)
| Type | Model | Size | WikiText-2 | C4 |
|---|---|---|---|---|
| IQ2_XXS | llama.cpp IQ2_XXS (imatrix) | 6.55 GB | 30.73 | 70.62 |
| IQ2_XXS | unsloth UD-IQ2_XXS | 6.75 GB | 28.64 | 61.90 |
| IQ2_XXS | DASH-Q IQ2_XXS | 6.76 GB | 8.36 | 14.42 |
| IQ2_XS | llama.cpp IQ2_XS (imatrix) | 7.21 GB | 18.79 | 39.47 |
| IQ2_XS | DASH-Q IQ2_XS | 7.68 GB | 7.39 | 12.59 |
| IQ2_M | llama.cpp IQ2_M (imatrix) | 8.11 GB | 11.47 | 21.10 |
| IQ2_M | unsloth UD-IQ2_M | 8.24 GB | 10.88 | 20.28 |
| IQ2_M | DASH-Q IQ2_M | 8.25 GB | 6.92 | 11.88 |
| Q2_K_XL | llama.cpp Q2_K (imatrix) | 8.89 GB | 8.34 | 13.89 |
| Q2_K_XL | unsloth UD-Q2_K_XL | 9.29 GB | 7.92 | 13.12 |
| Q2_K_XL | DASH-Q Q2_K_XL | 9.15 GB | 6.73 | 11.58 |
llama-perplexity, context 2048; WikiText-2 test, C4 validation (256 x 2048 tokens).
Usage
llama-cli -m Magistral-Small-2506-DASHQ-Q2_K_XL.gguf -ngl 99 -c 8192
License
Inherits the license of the base model (mistralai/Magistral-Small-2506).