MLX Community · First MLX build 20 Dec 2024
Qwen2.5-7B-Instruct-kowiki-qa
MLX
Text apache-2.0
A 7.6B parameter text generation model, with 3 MLX builds, from 4-bit to 8-bit.
- Parameters
- 7.6B From Hugging Face
- Quantisation
- Unstated Qwen2.5-7B-Instruct-kowiki-qa
- Memory needed
- 20 GB Estimate, unified memory
- Download
- 15.2 GB Weights, estimated
- Downloads
- 91 This build, last 30 days
- Task
- Text generation Text
- MLX builds
- 3 On mlx-community
- Devices
- Mac Apple silicon
Memory
Will it fit?Needs about 20 GB at Unstated
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/Qwen2.5-7B-Instruct-kowiki-qa --prompt "Hello"MLX builds
3 on mlx-community| Qwen2.5-7B-Instruct-kowiki-qa-4bit | 4-bit | 4.3 GB | 7 GB | 72 |
|---|---|---|---|---|
| Qwen2.5-7B-Instruct-kowiki-qa-8bit | 8-bit | 8.1 GB | 12 GB | 54 |
| Qwen2.5-7B-Instruct-kowiki-qa | Unstated | 15.2 GB | 20 GB | 91 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.