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Can the AMD Radeon RX 7800 XT run Mistral Small 24B?

Radeon RX 7800 XT × Mistral Small 24B8K context
Yes, with heavy quantizationFits only at a low-quality quant
Memory at Q3_K_M13.5 GB of 16 GB
Weights 11.5 GBKV cache 1.3 GBRuntime 0.6 GB
QuantQ3_K_MNoticeably degraded
Memory13.5 GBof 16 GB usable
Speed~32tokens per second
  1. FP16
  2. Q8_0
  3. Q6_K
  4. Q5_K_M
  5. Q4_K_M
  6. Q3_K_M
  7. Q2_K

Only just. Mistral Small 24B fits on the AMD Radeon RX 7800 XT at Q3_K_M, which costs noticeable quality. Expect about 32 tokens/second. A card with more memory is a better experience.

Try other context lengths

Run it with Ollama

Ollama's default mistral-small:24b download is Q4_K_M, which needs about 16.2 GB, more than the 16 GB available. Download the Q3_K_M GGUF instead (LM Studio lists quants per model), or try a smaller context length.

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Memory needed by quantization

At 8,192 tokens of context. The black line marks the 16 GB the AMD Radeon RX 7800 XT can use.

QuantQualityMemoryFits?Speed
FP16Full quality49.1 GBToo big—
Q8_0Near-lossless27 GBToo big—
Q6_KExcellent21.3 GBToo big—
Q5_K_MVery good18.7 GBToo big—
Q4_K_MGood, most popular16.2 GBToo big—
Q3_K_MNoticeably degraded13.5 GBFits~32 tok/s
Q2_KHeavily degraded10.8 GBFits~42 tok/s

GPUs that run Mistral Small 24B comfortably

Check NVIDIA RTX 3090 prices

Models that run well on the AMD Radeon RX 7800 XT

Frequently asked questions

Can AMD Radeon RX 7800 XT run Mistral Small 24B?

Only just. Mistral Small 24B fits on the AMD Radeon RX 7800 XT at Q3_K_M, which costs noticeable quality. Expect about 32 tokens/second. A card with more memory is a better experience.

How much VRAM does Mistral Small 24B need?

About 16.2 GB at Q4_K_M with 8,192 tokens of context, and about 49.1 GB at full FP16 precision.

How fast is Mistral Small 24B on the AMD Radeon RX 7800 XT?

Roughly 32 tokens per second at Q3_K_M, estimated from the AMD Radeon RX 7800 XT's 624 GB/s memory bandwidth.