Meta Llama Meta Llama 3 70B Instruct speed on RX 7800 XT and quantization-level VRAM fit.
RX 7800 XT does not meet the minimum VRAM requirement for Q4 inference of Meta Llama Meta Llama 3 70B Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
RX 7800 XT lacks sufficient VRAM for comfortable Meta Llama Meta Llama 3 70B Instruct operation with Q4 quantization.
Your 16GB GPU is 20GB short of the 36GB 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 | 36GB | 16GB | 18.82 tok/s | ❌ Not recommended |
| Q8 | 71GB | 16GB | 13.18 tok/s | ❌ Not recommended |
| FP16 | 142GB | 16GB | 7.15 tok/s | ❌ Not recommended |
Check current pricing links for RX 7800 XT and similar cards.
Open RX 7800 XT 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 Meta Llama Meta Llama 3 70B Instruct on cloud GPU instantly.
RX 7800 XT is not a comfortable Q4 fit for Meta Llama Meta Llama 3 70B Instruct (about 36GB needed).
Q4 inference is estimated to need about 36GB VRAM on this page, while RX 7800 XT has 16GB available.
Try lower-bit quantization, choose a smaller model, or move to a higher-VRAM GPU from the alternatives list.