Development

Behind the scenes at Veyllo Labs: what we are building right now, how we solve technical challenges and what we learn on our way to Synthetic Intelligence.

Minimalist 16:9 blog header for the VQ-1 model. The text 'VQ-1' is centered using an ASCII-style font. The dark background features a dense pattern of ASCII characters, numbers, and symbols. A simple white dot is positioned in each of the four corners, stylized to resemble a screw.

VQ-1: A New Approach to Enhancing Reasoning in AI Models

Can a 4-bit model outperform larger reasoning engines? We tested 'High-Density Fine-Tuning' on a quantized Qwen3-8B base. The result: VQ-1 delivers superior logic and efficiency without the computational cost. Read the full engineering note.

Development

Mert Can Elsner

Dec 13, 20255 min read