MLX Community · First MLX build 14 Jun 2024
Hermes-2-Theta-Llama-3-8B
MLX
Text apache-2.0
A 2.3B parameter text generation model, with 2 MLX builds, from 4-bit to 8-bit.
- Parameters
- 2.3B From Hugging Face
- Quantisation
- 8-bit Hermes-2-Theta-Llama-3-8B-8bit
- Memory needed
- 5 GB Estimate, unified memory
- Download
- 2.6 GB Weights, estimated
- Downloads
- 25 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 2 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 5 GB at 8-bit
8 GB
16 GB
24 GB
32 GB
64 GB
128 GB
Fits with headroomTight, close other appsWon’t fit
Estimated from the size of the weights, plus a fifth for context and working memory and 2 GB for macOS and your apps. Long contexts need more.
Run it
Terminal · mlx-lm$ pip install -U mlx-lm
$ mlx_lm.generate --model mlx-community/Hermes-2-Theta-Llama-3-8B-8bit --prompt "Hello"MLX builds
2 on mlx-community| Hermes-2-Theta-Llama-3-8B-4bit | 4-bit | 1.1 GB | 4 GB | 24 |
|---|---|---|---|---|
| Hermes-2-Theta-Llama-3-8B-8bit | 8-bit | 2.6 GB | 5 GB | 25 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.