Bigscience Bloomz 560M speed on AMD Instinct MI300X and quantization-level VRAM fit.
AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of Bigscience Bloomz 560M. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI300X can run Bigscience Bloomz 560M with Q4 quantization. At approximately 916 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 191GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 1GB | 192GB | 915.91 tok/s | ✅ Fits comfortably |
| Q8 | 1GB | 192GB | 641.14 tok/s | ✅ Fits comfortably |
| FP16 | 2GB | 192GB | 348.05 tok/s | ✅ Fits comfortably |
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AMD Instinct MI300X can run Bigscience Bloomz 560M at Q4 with an estimated 916 tok/s.
Q4 inference is estimated to need about 1GB VRAM on this page, while AMD Instinct MI300X has 192GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.