Apple M4 Max meets the minimum VRAM requirement for Q4 inference of sshleifer/tiny-gpt2. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
Apple M4 Max can run sshleifer/tiny-gpt2 with Q4 quantization. At approximately 78 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 124GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 128GB | 78.34 tok/s | ✅ Fits comfortably |
| Q8 | 7GB | 128GB | 46.28 tok/s | ✅ Fits comfortably |
| FP16 | 15GB | 128GB | 26.28 tok/s | ✅ Fits comfortably |