Irfanuruchi/SmolLM-360M-Instruct-MLX-3bit

SmolLM-360M-Instruct (MLX 3-bit)

An 3-bit MLX quantized build of HuggingFaceTB/SmolLM-360M-Instruct for ultra-low memory usage on Apple Silicon.

Benchmark Environment

• Device: MacBook Pro (M3 Pro)
• Runtime: MLX
• Quantization: ~3.5 bits per weight

Tiny Footprint (Measured)

• Disk size: ~155 MB
• Peak memory: ~0.20 GB
• Generation speed: ~458 tokens/sec (short generation)

These numbers were measured on macOS (M3 Pro).
This is an extreme compression build and may reduce output quality vs 4/5-bit.

Usage

mlx_lm.generate \
  --model Irfanuruchi/SmolLM-360M-Instruct-MLX-3bit \
  --prompt "Reply with exactly 3 bullet points, 4-8 words each: what can you do offline?" \
  --max-tokens 80

License

Upstream SmolLM is released under Apache-2.0. Preserve attribution and the original license terms.