Can I run Llama-3.1-8B-Instruct-4bit on a Mac with 16 GB?
Yes
Its published weights (4.52 GB) fit in the 10.7 GB a Mac with 16 GB can use, with room for ≈ 46K tokens of context.
Full analysis of Llama-3.1-8B-Instruct-4bit
Everything that runs on Mac with 16 GB
Get the weights on Hugging Face
hf download mlx-community/Llama-3.1-8B-Instruct-4bitFiles and context on Mac with 16 GB
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 Mac with 16 GB | Context (16-bit) | Context (8-bit) |
|---|---|---|---|---|
| As published | 4.52 GB | Fits | 46K | 92K |