NVIDIA A100 80GB SXM4 meets the minimum VRAM requirement for Q4 inference of codellama/CodeLlama-34b-hf. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A100 80GB SXM4 can run codellama/CodeLlama-34b-hf with Q4 quantization. At approximately 94 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 63GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 17GB | 80GB | 94.32 tok/s | ✅ Fits comfortably |
| Q8 | 35GB | 80GB | 74.23 tok/s | ✅ Fits comfortably |
| FP16 | 70GB | 80GB | 35.38 tok/s | ✅ Fits comfortably |