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bitsandbytes is a library that enables accessible large language models through k-bit quantization for PyTorch. It provides 8-bit optimizers, LLM.int8 for 8-bit inference, and QLoRA for 4-bit training, all designed to reduce memory consumption without significant performance loss.
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