NEXUS LittleBit Compression & Recovery is an experimental AI platform supporting ultra-low-bit LLM quantization (8 to 0.1 BPW), custom AMD/WebGPU-accelerated inference, and five-stage recovery using up to 10 million training tokens. Designed to advance efficient, sovereign, offline AI on consumer hardware.
knowledge-distillation low-rank-factorization singular-value-decomposition model-compression binary-neural-networks perplexity littlebits model-compression-papers quantization-aware-training post-training-quantization low-rank-factorizations singular-value-decomposition-svd perplexity-ai perplexity-api low-bit-inference model-recovery ultra-low-bit-quantization residual-compensation
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Updated
Oct 10, 2026 - HTML