Audience
Data scientists seeking a solution to fine-tune large language models across various architectures
About Axolotl
Axolotl is an open source tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures. It enables users to train models, supporting methods like full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Users can customize configurations using simple YAML files or command-line interface overrides, and load different dataset formats, including custom or pre-tokenized datasets. Axolotl integrates with technologies like xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and works with single or multiple GPUs via Fully Sharded Data Parallel (FSDP) or DeepSpeed. It can be run locally or on the cloud using Docker and supports logging results and checkpoints to several platforms. It is designed to make fine-tuning AI models friendly, fast, and fun, without sacrificing functionality or scale.
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Pricing
Starting Price:
Free
Free Version:
Free Version available.
Integrations
Company Information
Axolotl
United States
axolotl.ai/
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Product Details
Platforms Supported
Cloud
Training
Documentation
Support
Online
Axolotl Frequently Asked Questions
Q: What kinds of users and organization types does Axolotl work with?
Axolotl works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Axolotl support in their product?
Axolotl supports these languages: English.
Q: What kind of support options does Axolotl offer?
Axolotl offers support via online.
Q: What other applications or services does Axolotl integrate with?
Axolotl integrates with: Cerebras, Comet, DeepSpeed, Docker, Falcon, Gemma, GPT-J, Hugging Face, Latitude, Llama, Mistral AI, MLflow, Modal, MPT-7B, OpenPipe, Phi-2, Pythia, Qwen, Runpod, TensorWave, Weights & Biases, and XGen Security.
Q: What type of training does Axolotl provide?
Axolotl provides training in the form of documentation.
Q: How much does Axolotl cost?
Pricing for Axolotl starts at Free.
