With 24 GB of VRAM, the Tesla P40 runs Mistral 7B Instruct v0.3 at Q4_K_M entirely on the GPU with an 8K context (about 5.9 GB needed). At Q8_0 it fits entirely.
Q4_K_M · 8K context
The model needs about 5.9 GB and fits in the 23.3 GB available, with 17.3 GB to spare.
~5.9 GB (5.6 GB–6.3 GB) needed · estimate
Fits entirely in VRAM · 17.3 GB left
EstimateData updated 24 days agoSource: Run LLM Locally engine, Hugging Face config.json + model card
What makes this estimate less reliable
| Mistral 7B Instruct v0.3 Q8_08K~9.2 GB · 31–40 tok/s estimate | Excellent |
|---|---|
| Mistral 7B Instruct v0.3 Q6_K8K~7.5 GB · 38–51 tok/s estimate | Excellent |
| Mistral 7B Instruct v0.3 Q5_K_M8K~6.7 GB · 43–58 tok/s estimate | Excellent |
| Mistral 7B Instruct v0.3 Q4_K_M8K~5.9 GB · 49–67 tok/s estimate | Excellent |
| Mistral 7B Instruct v0.3 IQ4_XS8K~5.5 GB · 54–73 tok/s estimate | Excellent |
| Mistral 7B Instruct v0.3 Q3_K_M8K~5.2 GB · 58–80 tok/s estimate | Excellent |
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NVIDIA
ExcellentRuns Mistral 7B Instruct v0.3 Q4_K_M entirely in memory
AMD
ExcellentRuns Mistral 7B Instruct v0.3 Q4_K_M entirely in memory
Unified memory PC
ExcellentRuns Mistral 7B Instruct v0.3 Q4_K_M entirely in memory
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