Deepseek AI Deepseek Coder V2 Instruct 0724 speed on Intel Arc A770 16GB and quantization-level VRAM fit.
Intel Arc A770 16GB does not meet the minimum VRAM requirement for Q4 inference of Deepseek AI Deepseek Coder V2 Instruct 0724. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
Intel Arc A770 16GB lacks sufficient VRAM for comfortable Deepseek AI Deepseek Coder V2 Instruct 0724 operation with Q4 quantization.
Your 16GB GPU is 102GB short of the 118GB 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 | 118GB | 16GB | 12.94 tok/s | ❌ Not recommended |
| Q8 | 236GB | 16GB | 9.06 tok/s | ❌ Not recommended |
| FP16 | 472GB | 16GB | 4.92 tok/s | ❌ Not recommended |
Check current pricing links for Intel Arc A770 16GB and similar cards.
Open Intel Arc A770 16GB 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 Deepseek AI Deepseek Coder V2 Instruct 0724 on cloud GPU instantly.
Intel Arc A770 16GB is not a comfortable Q4 fit for Deepseek AI Deepseek Coder V2 Instruct 0724 (about 118GB needed).
Q4 inference is estimated to need about 118GB VRAM on this page, while Intel Arc A770 16GB has 16GB available.
Try lower-bit quantization, choose a smaller model, or move to a higher-VRAM GPU from the alternatives list.