5-bit Open on Hugging Face
Parameters
104B
Weights (est.)
≈ 71.6 GB
Mac memory (est.)
96 GB+
Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.
Run it
With mlx-lm on an Apple silicon Mac:
pip install mlx-lmmlx_lm.generate --model mlx-community/Ling-2.6-flash-mlx-5bit --prompt "Hello"
Details
- Base model
- inclusionAI/Ling-2.6-flash (quantized)
- Vendor
- inclusionAI
- Task
- Text generation
- Quantisation
- 5-bit
- Licence
- mit
- Downloads
- 32 in the last 30 days · 816 all time · 1 likes
- Published
- 2026-04-29 · updated 2026-04-30 (6mo ago)
- Languages
- en
- Tags
- bailing_hybrid, custom_code
Other MLX builds of inclusionAI/Ling-2.6-flash
| Build | Quantisation | Weights | Mac memory | Downloads |
|---|---|---|---|---|
| Ling-2.6-flash-mlx-4bit-DWQ | 4-bit DWQ | ≈ 58.6 GB | 96 GB+ | 101 |
| Ling-2.6-flash-mlx-4bit | 4-bit | ≈ 58.6 GB | 96 GB+ | 55 |
| Ling-2.6-flash-mlx-4bit-gs32 | 4-bit | ≈ 58.6 GB | 96 GB+ | 52 |
| Ling-2.6-flash-mlx-5bit (this one) | 5-bit | ≈ 71.6 GB | 96 GB+ | 32 |
| Ling-2.6-flash-mlx-6bit | 6-bit | ≈ 84.7 GB | 128 GB+ | 46 |
| Ling-2.6-flash-mlx-8bit | 8-bit | ≈ 111 GB | 128 GB+ | 40 |