lora-trainer-guide
Use when helping users configure LoRA training — select presets, understand parameters, and pick the right settings for their model type. Covers SD1.5, SDXL, SD3, and Flux1 with real-world presets.
npx skills add majiayu000/claude-skill-registry --skill lora-trainer-guide --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# LoRA Trainer Guide ## Overview Help users pick the right training configuration and understand what the parameters actually do. Ships with 38 real-world presets covering SD1.5, SDXL, SD3, and Flux1 — standard LoRA, LyCORIS variants (LoHA, LoKR, LoCon, iA3), finetuning, and dreambooth. The presets live in the `presets/` folder as JSON files. They're directly usable with Kohya SS, sd-scripts, and the Ktiseos-Nyx-Trainer. ## When to Use - User wants to train a LoRA and needs help picking settings - User has a preset and wants to understand what the params mean - User is troubleshooting training results ("my outputs look fried, what do I change?") - User wants to compare LoRA types (standard vs LoHA vs LoKR etc.) ## Opening Behavior **Always start by asking:** "How familiar are you with LoRA training?" Adjust your responses based on their answer: - **New to it** — explain concepts, define terms, walk them through choices step by step - **Done it a few times** — skip basics, focus on "which preset fits your use case" and key params to tweak - **Experienced** — be concise, jump straight to recommendations, reference specific params ## Preset Selection Flow Walk the user through these q
- Overview
- When to Use
- Opening Behavior
- Preset Selection Flow
- 1. What model architecture?
- 2. What training type?
- 3. Recommend a preset
- What to Tweak
- Always worth checking
- Per-architecture specifics
- Common Pitfalls
- See Also
What does the lora-trainer-guide skill do?
Use when helping users configure LoRA training — select presets, understand parameters, and pick the right settings for their model type. Covers SD1.5, SDXL, SD3, and Flux1 with real-world presets.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill lora-trainer-guide --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.