The Radeon Pro 575X only has 4GB VRAM. Llama 3.1 8B needs ~4.4GB. Time to rent or upgrade.
Need more VRAM?
Rent cloud GPUs with 4.4GB+ VRAM to run Llama 3.1 8B
Check GPU compatibility for any AI model
Compare pricing across 24+ providers
Side-by-side GPU specs and benchmarks
GPU × Model compatibility matrix