Best GPU for Llama 3 (70B) (2025)

Llama 3 70B is a massive model requiring significant memory. You need at least 24GB VRAM (like an RTX 3090/4090) for 4-bit quantization. For better performance, dual GPUs are often required.

Prices updated: Dec 5, 2025

Minimum VRAM 24 GB
Recommended 48 GB+
BEST PERFORMANCE

GeForce RTX 5090

32GB GDDR7

The ultimate choice for Llama 3 (70B). With 32GB GDDR7 VRAM and a massive score of 14,480, it handles large contexts and training with ease.

BEST VALUE

Radeon RX 9060 XT 8 GB

8GB GDDR6

The smart choice. It meets the 24GB requirement perfectly while offering the best performance per dollar ratio.

BUDGET PICK

GeForce RTX 3050 8 GB

8GB GDDR6

The most affordable way to run Llama 3 (70B). It hits the minimum specs needed to get started without breaking the bank.

Why VRAM Matters for Llama 3 (70B)

Running a 70B parameter model is a different ballgame. Even heavily compressed to 4-bit (EXL2 or GGUF), the model weights alone take up ~40-42GB. This means a single 24GB card (like RTX 4090) CANNOT run the full 70B model natively without aggressive quantization (2.4-bit) which degrades quality, or offloading to system RAM (which is very slow). The ideal setup is dual 24GB GPUs (2x 3090/4090) to get 48GB VRAM, allowing for fast 4-bit inference with full context.

Llama 3 (70B) GPU & System Requirements

CPU

High-end 8-core+ CPU with high PCIe lane count recommended

RAM

64GB DDR5 (System RAM is used for offloading if VRAM fills up)

Storage

Fast NVMe SSD (Model files are 40GB+, loading takes time)

All Compatible GPUs for Llama 3 (70B)

GPUSteel Nomad Price VRAM
GeForce RTX 509014,480$3199.99Amazon32GB GDDR7
GeForce RTX 40909,236$3134.99Amazon24GB GDDR6X
GeForce RTX 50808,762$999.99Amazon16GB GDDR7
Radeon RX 9070 XT7,249$629.99Amazon16GB GDDR6
Radeon RX 7900 XTX6,837$580.61Amazon24GB GDDR6

Frequently Asked Questions

What are the GPU requirements for Llama 3 70B?

Llama 3 70B has steep GPU requirements. You need at least 24GB VRAM (e.g., RTX 3090/4090) to run it at low precision (EXL2 2.4bpw) or with CPU offloading. For a proper 4-bit experience, you need 48GB VRAM, typically achieved with dual RTX 3090s or 4090s.

Can I run Llama 3 70B on a single RTX 4090?

Yes, but with compromises. You have to use a very low quantization (IQ2_XS or similar) to fit it into 24GB, or use GGUF offloading where part of the model runs on your CPU/RAM. Offloading significantly slows down generation speed (from ~30 t/s to ~3-5 t/s).

What is the cheapest way to run Llama 3 70B?

Dual used RTX 3090s (NVLink is optional for inference but helpful). This gives you 48GB VRAM for under $1500, which is far cheaper than a professional RTX 6000 Ada.

See Also