axolotl Skill
Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO). Published by NousResearch in hermes-agent.
What is axolotl Skill?
Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO). Published by NousResearch in hermes-agent. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Documentation
- Data analysis
- Documentation use cases
- Data analysis use cases
Technical details
- Install or run with Copy skill directory
When to use axolotl Skill
- Use it for documentation.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: NousResearch
- Repository: NousResearch/hermes-agent
- Skill file: optional-skills/mlops/training/axolotl/SKILL.md
What it does
Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).
Skill instructions
Axolotl Skill What's inside Expert guidance for fine-tuning LLMs with Axolotl — YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support. Comprehensive assistance with axolotl development, generated from official documentation. When to Use This Skill This skill should be triggered when: - Working with axolotl - Asking about axolotl features or APIs - Implementing axolotl solutions - Debugging axolotl code - Learning axolotl best practices Quick Reference Common Patterns Pattern 1: To validate that acceptable data transfer speeds exist for your training job, running NCCL Tests can help pinpoint bottlenecks, for example: ./build/allreduceperf -b 8 -e 128M -f 2 -g 3 Pattern 2: Configure your model to use FSDP in the Axolotl yaml. For example: fsdpversion: 2 fsdpconfig: offloadparams: true statedicttype: FULLSTATEDICT autowrappolicy: TRANSFORMERBASEDWRAP transformerlayerclstowrap: LlamaDecoderLayer reshardafterforward: true Pattern 3: The contextparallelsize should be a
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Frequently asked questions
What is axolotl?
axolotl is a open-source AI agent skill with Copy skill directory. Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).
Who is axolotl best for?
axolotl is best for reusing agent instructions, scripts, and references, documentation workflows, data analysis workflows.
How do I install axolotl?
Install or run axolotl using Copy skill directory. Check axolotl for the latest setup command.
Is axolotl actively maintained?
axolotl may need a closer maintenance check before production use.
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