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Axolotl

Fine-tuning driven entirely by a YAML config.

Axolotl reduces a training run to one declarative file — model, dataset format, adapter, sequence length, distributed strategy — which makes experiments reproducible and diffable in a way that a folder of modified scripts never is. It handles multi-GPU via DeepSpeed and FSDP and supports sample packing for throughput.

Python PyTorch Transformers CUDA Docker
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About This Project

Axolotl reduces a training run to one declarative file — model, dataset format, adapter, sequence length, distributed strategy — which makes experiments reproducible and diffable in a way that a folder of modified scripts never is. It handles multi-GPU via DeepSpeed and FSDP and supports sample packing for throughput.

Technology Stack (5)

Python Open-source AI projects built with Python. PyTorch Open-source AI projects built with PyTorch. Transformers Open-source AI projects built with Transformers. CUDA Open-source AI projects built with CUDA. Docker Open-source AI projects built with Docker.

Source Code

axolotl-ai-cloud/axolotl Open Source
Python 0 Stars 0 Forks 0 Contributors Apache-2.0
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