Radeon PRO W7900
AMD
48GB VRAM · 864 GB/s bandwidth · 122.6 FP16 TFLOPS · 295W TDP
The Radeon PRO W7900 has 48GB of VRAM with 864 GB/s memory bandwidth and 122.6 TFLOPS FP16 compute. At Q4 quantization, it can comfortably run Gemma 3 4B (216 tok/s), Qwen 2.5 7B (113 tok/s), Llama 3.1 8B (107 tok/s). Models larger than ~82B parameters won't fit even at Q4. Electricity cost is approximately $32/month at 295W TDP.
What LLMs can you run?
| Model | Params | Q4 Weight | Fit | Decode |
|---|---|---|---|---|
| Gemma 3 4B | 4.0B | 2 GB | comfortable | 216 tok/s |
| Qwen 2.5 7B | 7.6B | 4 GB | comfortable | 113 tok/s |
| Llama 3.1 8B | 8.0B | 4 GB | comfortable | 107 tok/s |
| Mistral Small 24B | 24.0B | 12 GB | comfortable | 36 tok/s |
| Gemma 3 27B | 27.4B | 14 GB | comfortable | 31 tok/s |
| Qwen 2.5 Coder 32B | 32.5B | 16 GB | tight | 26 tok/s |
| Llama 3.3 70B | 70.6B | 35 GB | tight | 12 tok/s |
| Qwen 2.5 72B | 72.7B | 36 GB | tight | 11 tok/s |
| Llama 3.1 405B | 405B | 202 GB | won't fit | |
| DeepSeek R1 671B | 671B | 336 GB | won't fit |
Similar GPUs
| GPU | VRAM | BW | TFLOPS | TDP |
|---|---|---|---|---|
| Radeon PRO W7800 48 GB | 48GB | 864 GB/s | 90.5 | 281W |
| Radeon PRO W7900D | 48GB | 864 GB/s | 106.0 | 295W |
| RTX 5880 Ada Generation | 48GB | 864 GB/s | 69.3 | 285W |
| RTX 6000 Ada Generation | 48GB | 960 GB/s | 91.1 | 300W |
| RTX A6000 | 48GB | 768 GB/s | 38.7 | 300W |
Compare with another GPU
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