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Spark-X2.5-4B-OptiQ-4bit

mlx-community/Spark-X2.5-4B-OptiQ-4bit
4-bit Open on Hugging Face
Parameters
4.1B
Weights (est.)
≈ 2.3 GB
Mac memory (est.)
8 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/Spark-X2.5-4B-OptiQ-4bit --prompt "Hello"

Details

Base model
XHToken/Spark-X2.5-4B (quantized)
Vendor
XHToken
Task
Text generation
Quantisation
4-bit
Licence
apache-2.0
Downloads
427 in the last 30 days · 3.5K all time · 3 likes
Published
2026-09-12 · updated 2026-09-13 (1mo ago)
Tags
spark2_5, quantized, mixed-precision, 4bit, 8bit, optiq, apple-silicon, long-context, custom_code