MLX Community · First MLX build 16 Jul 2024
SmolLM-135M
MLX
Text apache-2.0
A 135M parameter text generation model, with 3 MLX builds, from 4-bit to fp16.
- Parameters
- 135M From Hugging Face
- Quantisation
- 4-bit SmolLM-135M-4bit
- Memory needed
- 3 GB Estimate, unified memory
- Download
- 76 MB Weights, estimated
- Downloads
- 168 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 3 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/SmolLM-135M-4bit --prompt "Hello"MLX builds
3 on mlx-community| SmolLM-135M-4bit | 4-bit | 76 MB | 3 GB | 168 |
|---|---|---|---|---|
| SmolLM-135M-8bit | 8-bit | 143 MB | 3 GB | 45 |
| SmolLM-135M-fp16 | fp16 | 269 MB | 3 GB | 52 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.