TII · First MLX build 17 Dec 2024
Falcon3-3B-Instruct
MLX
Text falcon-llm-license
A 3.2B parameter text generation model from TII, with 5 MLX builds, from 3-bit to bf16.
- Parameters
- 3.2B From Hugging Face
- Quantisation
- 4-bit Falcon3-3B-Instruct-4bit
- Memory needed
- 5 GB Estimate, unified memory
- Download
- 1.8 GB Weights, estimated
- Downloads
- 126 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 5 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/Falcon3-3B-Instruct-4bit --prompt "Hello"MLX builds
5 on mlx-community| Falcon3-3B-Instruct-3bit | 3-bit | 1.4 GB | 4 GB | 16 |
|---|---|---|---|---|
| Falcon3-3B-Instruct-4bit | 4-bit | 1.8 GB | 5 GB | 126 |
| Falcon3-3B-Instruct-6bit | 6-bit | 2.6 GB | 5 GB | 36 |
| Falcon3-3B-Instruct-8bit | 8-bit | 3.4 GB | 6 GB | 30 |
| Falcon3-3B-Instruct-bf16 | bf16 | 6.5 GB | 10 GB | 28 |
Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.