- title: Get started sections: - local: index title: bitsandbytes - local: quickstart title: Quickstart - local: installation title: Installation - title: Guides sections: - local: optimizers title: 8-bit optimizers - local: algorithms title: Algorithms - local: non_cuda_backends title: Non-CUDA compute backends - local: fsdp_qlora title: FSDP-QLoRA - local: integrations title: Integrations - local: errors title: Troubleshoot - local: contributing title: Contribute - local: faqs title: FAQs - title: Explanation sections: - local: explanations/optimizers title: 8-bit optimizers - local: explanations/resources title: Papers, resources & how to cite - title: API reference sections: - title: Optimizers sections: - local: reference/optim/optim_overview title: Overview - local: reference/optim/adagrad title: AdaGrad - local: reference/optim/adam title: Adam - local: reference/optim/adamw title: AdamW - local: reference/optim/ademamix title: AdEMAMix - local: reference/optim/lamb title: LAMB - local: reference/optim/lars title: LARS - local: reference/optim/lion title: Lion - local: reference/optim/rmsprop title: RMSprop - local: reference/optim/sgd title: SGD - title: k-bit quantizers sections: - local: reference/nn/linear8bit title: 8-bit quantizer - local: reference/nn/linear4bit title: 4-bit quantizer - local: reference/nn/embeddings title: Embedding