Can I run Llama-3.1-8B-Instruct-4bit on an RTX 4090?
Yes
Its published weights (4.52 GB) fit in the 21.6 GB an RTX 4090 can use, with room for ≈ 127K tokens of context.
Full analysis of Llama-3.1-8B-Instruct-4bit
Everything that runs on RTX 4090
Get the weights on Hugging Face
hf download mlx-community/Llama-3.1-8B-Instruct-4bitFiles and context on RTX 4090
Each file of Llama-3.1-8B-Instruct-4bit (and of GGUF versions the site has analyzed), and how much context fits next to it, with the context cache in 16-bit or 8-bit.
| File | Size | On RTX 4090 | Context (16-bit) | Context (8-bit) |
|---|---|---|---|---|
| As published | 4.52 GB | Fits | 127K | 128K |