We make fine-tuning
Axolotl is an Open Source tool to make fine-tuning AI models friendly, fast and fun - without sacrificing functionality or scale.
Axolotl is an Open Source tool to make fine-tuning AI models friendly, fast and fun - without sacrificing functionality or scale.
If I’ve never done any fine-tuning before, I can learn about it from the Axolotl community – with over 100 contributors and 500+ active Discord members, we have answers to every kind of question.
There are pre-existing configurations (in YAML) provided in the OSS repo that makes it easy to start training a model without having to tweak any settings.
When I want to experiment with fine-tuning the latest models, I know I can ask in the Axolotl Discord, and Axolotl also integrates nicely with Runpod, Latitude, Modal, and Jarvislabs, making it super easy for me to get started without configuring hardware.
When new techniques are discovered in the quickly moving research world of AI models and fine-tuning, they hit Axolotl very quickly. From FSDP+qLoRA fixes, LoRA+, Multipack, PEFT/LoRA, you can rely on Axolotl for quick integration of high performance fine-tuning techniques
Axolotl’s amazing community implementations mean that you can leverage the latest technology to quickly and efficiently fine-tune models – sometimes 3-5x faster than elsewhere.
Supports wide range of model architectures supported by Huggingface transformers as well as the ability to compose techniques quickly with new model architectures.
You can run Axolotl anywhere – in your own cloud, on premise, with your own Docker and k8s setup, whatever you need. Enterprises use Axolotl on their own terms with massive results.
Bring your own data – Your data doesn’t have to be uploaded across the public internet to other finetuning platforms such as OpenAI, easing concerns around compliance and data governance.
Axolotl is operated at scale and trusted by research companies, model builders, Gen AI platforms, and AI practitioners like Teknium/Nous Research, Jeremy Howard, Modal, Replicate, OpenPipe.
Axolotl is an Open Source tool to make finetuning AI models friendly and fast, without sacrificing functionality or scale.
Get started with our pre made recipes and notebooks