Zai Org Glm 4 7 speed on Intel Arc B580 and quantization-level VRAM fit.
Intel Arc B580 does not meet the minimum VRAM requirement for Q4 inference of Zai Org Glm 4 7. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
Intel Arc B580 lacks sufficient VRAM for comfortable Zai Org Glm 4 7 operation with Q4 quantization.
Your 12GB GPU is 168GB short of the 180GB minimum.
Options: (1) Try Q2 or Q3 quantization for lower VRAM requirements, (2) Consider cloud GPU rental, (3) Upgrade to a GPU with at least 16GB VRAM.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 180GB | 12GB | 9.02 tok/s | ❌ Not recommended |
| Q8 | 359GB | 12GB | 6.31 tok/s | ❌ Not recommended |
| FP16 | 717GB | 12GB | 3.43 tok/s | ❌ Not recommended |
Check current pricing links for Intel Arc B580 and similar cards.
Open Intel Arc B580 buy links →Use workload-focused recommendations before committing to a purchase.
Browse best GPU guides →Compare complete systems if you want ready-to-run hardware.
Compare prebuilt systems →Your GPU doesn't meet the VRAM requirements. Run Zai Org Glm 4 7 on cloud GPU instantly.
Intel Arc B580 is not a comfortable Q4 fit for Zai Org Glm 4 7 (about 180GB needed).
Q4 inference is estimated to need about 180GB VRAM on this page, while Intel Arc B580 has 12GB available.
Try lower-bit quantization, choose a smaller model, or move to a higher-VRAM GPU from the alternatives list.