deepcogito · First MLX build 8 Apr 2025
cogito-v1-preview-llama-8B
MLX
Text llama3.1
A 8B parameter text generation model from deepcogito, with 5 MLX builds, from 4-bit to fp16.
- Parameters
- 8B From Hugging Face
- Quantisation
- 4-bit deepcogito-cogito-v1-preview-llama-8B-4bit
- Memory needed
- 8 GB Estimate, unified memory
- Download
- 4.5 GB Weights, estimated
- Downloads
- 57 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 5 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 8 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/deepcogito-cogito-v1-preview-llama-8B-4bit --prompt "Hello"MLX builds
5 on mlx-community| deepcogito-cogito-v1-preview-llama-8B-4bit | 4-bit | 4.5 GB | 8 GB | 57 |
|---|---|---|---|---|
| deepcogito-cogito-v1-preview-llama-8B-6bit | 6-bit | 6.5 GB | 10 GB | 19 |
| deepcogito-cogito-v1-preview-llama-8B-8bit | 8-bit | 8.5 GB | 12 GB | 19 |
| deepcogito-cogito-v1-preview-llama-8B-bf16 | bf16 | 16.1 GB | 20 GB | 24 |
| deepcogito-cogito-v1-preview-llama-8B-fp16 | fp16 | 16.1 GB | 20 GB | 16 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.