Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
HQQ is a fast and accurate model quantizer that skips the need for calibration data, supporting 8, 4, 3, 2, and 1 bit quantization. It can quantize large models like LLMs and vision models in minutes and is compatible with optimized CUDA/Triton kernels and torch.compile.
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