Why developers like Axolotl

What is Axolotl?

It is a tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures.

Axolotl is a tool in the Large Language Model Tools category of a tech stack.

Axolotl is an open source tool with GitHub stars and GitHub forks. Here’s a link to Axolotl's open source repository on GitHub

Who uses Axolotl?

Developers

My Stack

Axolotl Integrations

Python, Docker, PyTorch, LLaMA, and Mistral 7B are some of the popular tools that integrate with Axolotl. Here's a list of all 7 tools that integrate with Axolotl.

Python

Docker

PyTorch

LLaMA

Mistral 7B

Pythia

Falcon LLM

Axolotl's Features

Train various Huggingface models such as llama, pythia, falcon, mpt
Supports fullfinetune, lora, qlora, relora, and gptq
Customize configurations using a simple yaml file or CLI overwrite
Load different dataset formats, use custom formats, or bring your own tokenized datasets

Axolotl Alternatives & Comparisons

What are some alternatives to Axolotl?

Twilio

Twilio offers developers a powerful API for phone services to make and receive phone calls, and send and receive text messages. Their product allows programmers to more easily integrate various communication methods into their software and programs.

Twilio SendGrid

Twilio SendGrid's cloud-based email infrastructure relieves businesses of the cost and complexity of maintaining custom email systems. Twilio SendGrid provides reliable delivery, scalability & real-time analytics along with flexible API's.

Amazon SES

Amazon SES eliminates the complexity and expense of building an in-house email solution or licensing, installing, and operating a third-party email service. The service integrates with other AWS services, making it easy to send emails from applications being hosted on services such as Amazon EC2.

Mailgun

Mailgun is a set of powerful APIs that allow you to send, receive, track and store email effortlessly.

Mandrill

Mandrill is a new way for apps to send transactional email. It runs on the delivery infrastructure that powers MailChimp.

Axolotl