deepcogito · First MLX build 2 Aug 2025
cogito-v2-preview-deepseek-671B-MoE
MLX
Text mit
A 671B parameter text generation model from deepcogito, with one MLX build at 4-bit.
- Parameters
- 671B From Hugging Face
- Quantisation
- 4-bit cogito-v2-preview-deepseek-671B-MoE-4bit
- Memory needed
- 425 GB Estimate, unified memory
- Download
- 378 GB Weights, estimated
- Downloads
- 98 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 1 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 425 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/cogito-v2-preview-deepseek-671B-MoE-4bit --prompt "Hello"MLX builds
1 on mlx-community| cogito-v2-preview-deepseek-671B-MoE-4bit | 4-bit | 378 GB | 425 GB | 98 |
|---|
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.