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fal-train

Train a custom LoRA on fal.ai, a model adaptation for personalized image generation. Use it to prepare an image model tailored to a particular brand, character, or visual style.

OriginalShow the original description

Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.

AI rating70/ 100See how to install

Good for

  • Training a model for brand-specific imagery
  • Preparing a custom model for a character
  • Training a LoRA for a particular visual style

Overview

What it does

fal-train trains custom AI models on fal.ai for image generation tailored to a brand, character, or visual style. It works with LoRA, a form of additional training that adapts an image generation model to a particular subject or expression. Its role is to prepare a model for the purpose you have in mind.

When it helps

Use it when you need a model for generating images that fit a brand, or when you want additional training focused on a specific character or visual style. It is an option for preparing a suitable custom model before requesting image generation for that use.

Example requests

  • “Use fal-train to train a LoRA for image generation that fits this brand.”
  • “I want to train a custom model for this character on fal.ai.”

Notes

Training takes place on fal.ai. The supplied material is a catalogue entry for skill discovery. To use the execution scripts and references, separately install the upstream bundle into your agent's skills directory. This material does not specify training data requirements, API key configuration, or pricing details.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Objective evaluation

AI rated this skill on four points using only the contents of its SKILL.md. Stars and popularity are not taken into account.

Clear instructionsIs it clear when to use it and what it does?
AGoodIt explicitly describes training LoRA models on fal.ai for brands, characters, or visual styles.
Concrete stepsAre steps, inputs, outputs, and examples spelled out?
BPartly lackingInstallation and invocation are described, but training data input and model training procedures are absent.
SafetyAre sending data, deleting files, and running commands disclosed?
BPartly lackingTraining uses the external fal.ai service, but the scope of transmitted data and confirmation steps are not specified.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingSeparate bundle installation is described, but fal.ai authentication setup and pricing are not documented.

The total counts each point as A = 25, B = 15, C = 5. Rated by AI (OpenAI Codex) as of Oct 20, 2026. Treat it as a guide and read the original before installing.

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Files included (1)

  • SKILL.md1.1 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

fal-train

Curated from the fal.ai community team.

What it does

Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.

Source

How to use

This catalogue entry advertises the skill in OpenDesign so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundle into your active agent's skills directory:

# Inspect the upstream README for exact paths
open https://github.com/fal-ai-community/skills

Then ask the agent to invoke this skill by name (fal-train) or with one of the trigger phrases listed in this skill's frontmatter.

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