Can I Run / Devstral Small 2 / on AMD RX 6600 XT
Can I Run Devstral Small 2 on a AMD RX 6600 XT?
Yes
Runs comfortably at Q6_K — minimal quality loss.
Model size
7.0B
GPU memory
8.0GB
Smallest quant
Q4_K_M
Best fit
Q6_K
3 quantizations fit your 8.0GB
| Quant | Min VRAM | Recommended | File size | Headroom |
|---|---|---|---|---|
| Q6_KBEST | 6.8 GB | 8.3 GB | 5.8 GB | +1.2 GB |
| Q5_K_M | 6.0 GB | 7.5 GB | 5.0 GB | +2.0 GB |
| Q4_K_M | 5.2 GB | 6.7 GB | 4.2 GB | +2.8 GB |
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Full model details
Devstral Small 2 →
All quant variants, benchmark scores, and use-case tags.
Best models for this GPU
AMD RX 6600 XT →
Top-ranked open-source models that fit in 8.0GB.
FAQ
Can the AMD RX 6600 XT run Devstral Small 2?
Yes. The AMD RX 6600 XT's 8.0GB of VRAM is enough to run Devstral Small 2 at Q6_K quantization (6.8GB required).
What's the best quantization to use?
Q6_K is the highest-precision quantization that fits in your 8.0GB. It uses about 6.8GB of memory and 8.3GB recommended for comfortable inference.
What if I need more headroom for context length?
KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.