Axolotl
Verified Open SourceStreamlined fine-tuning for LLMs with LoRA, QLoRA, and full fine-tune
Axolotl is an open-source fine-tuning framework that simplifies training LLMs with LoRA, QLoRA, FSDP, and DeepSpeed. It supports a wide range of base models and dataset formats with a single YAML config.
Product Overview
Use Cases
- LoRA Fine-Tuning
- QLoRA
- Custom Model Training
- PEFT
Ideal For
ML ResearchersAI DevelopersModel Fine-tuners
Architecture Fit
Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source
Technical Details
- Deployment Model
- self-hosted
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