Buckets:
| - 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: Functional | |
| local: reference/functional | |
| - 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: LLM.int8() | |
| - local: reference/nn/linear4bit | |
| title: 4-bit quantizer | |
| - local: reference/nn/embeddings | |
| title: Embedding | |
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