fine-tuning-expert alternatives

6 skills from other authors that do a similar job to fine-tuning-expert by Jeffallan. The most recently updated is peft-fine-tuning (Jun 16, 2026).

Side-by-side comparison

Skill Stars License Agents Last update Category Install
fine-tuning-expert
by Jeffallan · this skill
11,060 MIT Claude Code Aug 7, 2026 Data Plugin marketplace
peft-fine-tuning
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Workflow Plugin marketplace
fine-tuning-with-trl
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Productivity Plugin marketplace
axolotl
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Data Plugin marketplace
grpo-rl-training
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Productivity Plugin marketplace
llama-factory
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Frontend Plugin marketplace
unsloth
by Orchestra-Research
11,807 MIT Claude Code, Codex Jun 16, 2026 Workflow Plugin marketplace

Alternatives are matched on overlapping names, descriptions, tags and SKILL.md sections, weighted by how rare each term is across the catalog. Data refreshed weekly from GitHub.

The alternatives

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Claude CodeCodex
12k GitHub stars MIT Updated Jun 16, 2026 Free

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Frequently asked questions

What are the best alternatives to fine-tuning-expert?
The closest matches in the catalog are peft-fine-tuning by Orchestra-Research, fine-tuning-with-trl by Orchestra-Research, axolotl by Orchestra-Research. They were picked because their names, descriptions, tags and SKILL.md sections overlap most with fine-tuning-expert’s, and they come from other repositories.
Which fine-tuning-expert alternative is most popular?
peft-fine-tuning by Orchestra-Research has the most GitHub stars of the alternatives listed here (11,807). Stars belong to the whole repository, so compare how many skills each repository contains too.
Are these alternatives free?
Yes. All of them are free to install from GitHub, and 6 of the 6 alternatives declare a recognized open-source license.