finetuning
This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe, reward design, or weight updates.
Install / Use
npx skills add evo-hq/evo --skill finetuningInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
LegalSupported Platforms
Our assessment of finetuning
finetuning scores 85/100 on our quality scale, 96th of 166 Legal skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 1,460 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 3 months ago, so finetuning is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
finetuning compared with similar skills
All 4 of these similar skills score higher than finetuning; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| finetuning (this skill)by evo-hq | 85 | 1.5k | 3mo ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 8d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 8d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 9d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 9d ago | SKILL.md |
Frequently asked questions
- How do I install finetuning?
- Run
npx skills add evo-hq/evo --skill finetuning. The install tabs above show the steps for each supported agent. - Which AI agents does finetuning work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is finetuning safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is finetuning still maintained?
- The repository was last updated about 3 months ago, so finetuning is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.