lora-trainer-guide SKILL.md skillA
lora-trainer-guide from blaynelargish66/knx-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add blaynelargish66/knx-skills/lora-trainer-guide@git:20260308.47dc877Pins git:20260308.47dc877 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- blaynelargish66/knx-skills
- Path
skills/lora-trainer-guide/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260308.47dc877, committed Mar 8, 2026
- Size
- 6,311 bytes
- Repository stars
- 5
- License
- none declared
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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
…Read the whole file at its exact version.
How to install
mdr add blaynelargish66/knx-skills/lora-trainer-guide@sha256:258717630ebf916bThe line at the top of this page pins the label git:20260308.47dc877, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_etjw6lvdperdvzpc)
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Versions
The registry has recorded 1 version of this file, committed on Mar 8, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6311 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
blaynelargish66/knx-skills · 5 stars · license none declared · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_etjw6lvdperdvzpc GET https://markdownregistry.com/api/v1/resolve?ref=blaynelargish66/knx-skills/lora-trainer-guide GET https://markdownregistry.com/api/v1/blob/258717630ebf916bd40840ef2deaf93be430d15d37e73aa19bfa28aee1b21475
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.