BiSCo-LLM achieves near-FP16 accuracy on Qwen3-8B at ~2 bits/weight using codebook-free binary spherical codes with residual coding and category-wise recovery distillation.
BitDistiller: Unleashing the potential of sub-4-bit LLMs via self- distillation,
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BiSCo-LLM: Lookup-Free Binary Spherical Coding for Extreme Low-Bit Large Language Model Compression
BiSCo-LLM achieves near-FP16 accuracy on Qwen3-8B at ~2 bits/weight using codebook-free binary spherical codes with residual coding and category-wise recovery distillation.