Ai2 · First MLX build 4 Mar 2025
OLMoE-1B-7B-0125-Instruct
MLX
Text apache-2.0
A 6.9B parameter text generation model from Ai2, with 4 MLX builds, from 4-bit to 8-bit.
- Parameters
- 6.9B From Hugging Face
- Quantisation
- 4-bit OLMoE-1B-7B-0125-Instruct-4bit
- Memory needed
- 7 GB Estimate, unified memory
- Download
- 3.9 GB Weights, estimated
- Downloads
- 1.4K This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 4 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 7 GB at 4-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/OLMoE-1B-7B-0125-Instruct-4bit --prompt "Hello"MLX builds
4 on mlx-community| OLMoE-1B-7B-0125-Instruct-4bit | 4-bit | 3.9 GB | 7 GB | 1.4K |
|---|---|---|---|---|
| OLMoE-1B-7B-0125-Instruct-6bit | 6-bit | 5.6 GB | 9 GB | 37 |
| OLMoE-1B-7B-0125-Instruct-8bit | 8-bit | 7.4 GB | 11 GB | 56 |
| OLMoE-1B-7B-0125-Instruct | Unstated | 13.8 GB | 18 GB | 48 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.