ITQ3_S: High-Fidelity 3-bit LLM Inference via Interleaved Ternary Quantization with Rotation-Domain Smoothing
ITQ3_S: High-Fidelity 3-bit LLM Inference via Interleaved Ternary Quantization with Rotation-Domain Smoothing explores A novel 3-bit LLM quantization method that achieves FP16 fidelity and 1.5x throughput of 4-bit models by using rotation-domain smoothing and optimized CUDA kernels.. Commercial viability score: 7/10 in LLM Inference Optimization.
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