Can the NVIDIA RTX 4080 run Mistral Small 24B?
- FP16
- Q8_0
- Q6_K
- Q5_K_M
- Q4_K_M
- Q3_K_M
- Q2_K
Only just. Mistral Small 24B fits on the NVIDIA RTX 4080 at Q3_K_M, which costs noticeable quality. Expect about 37 tokens/second. A card with more memory is a better experience.
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.
Run it in the cloud
Want full quality? Run Mistral Small 24B on a bigger rented GPU.
Rent a cloud GPU by the hour. No upfront cost, stop any time.
Memory needed by quantization
At 8,192 tokens of context. The black line marks the 16 GB the NVIDIA RTX 4080 can use.
| Quant | Quality | Memory | Fits? | Speed | |
|---|---|---|---|---|---|
| FP16 | Full quality | 49.1 GB | Too big | — | |
| Q8_0 | Near-lossless | 27 GB | Too big | — | |
| Q6_K | Excellent | 21.3 GB | Too big | — | |
| Q5_K_M | Very good | 18.7 GB | Too big | — | |
| Q4_K_M | Good, most popular | 16.2 GB | Too big | — | |
| Q3_K_M | Noticeably degraded | 13.5 GB | Fits | ~37 tok/s | |
| Q2_K | Heavily degraded | 10.8 GB | Fits | ~49 tok/s |
GPUs that run Mistral Small 24B comfortably
Frequently asked questions
Can NVIDIA RTX 4080 run Mistral Small 24B?
Only just. Mistral Small 24B fits on the NVIDIA RTX 4080 at Q3_K_M, which costs noticeable quality. Expect about 37 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 NVIDIA RTX 4080?
Roughly 37 tokens per second at Q3_K_M, estimated from the NVIDIA RTX 4080's 717 GB/s memory bandwidth.