fal-train

Train custom LoRA models on fal.ai for personalized image and video generation.

Updated May 4, 2026
One-click install
npx skills add https://github.com/luokai25/luo-ai-skills-market --skill fal-train
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fal-train
Source: https://github.com/luokai25/luo-ai-skills-market/tree/main/09-data-and-ai%20%28by%20Luo%20Kai%29/14-other-ai/fal-model-train
Command: npx skills add https://github.com/luokai25/luo-ai-skills-market --skill fal-train

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, jq, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables the training of custom LoRA models on fal.ai, allowing for personalized AI image generation and video creation for specific people, styles, objects, and more.

Core Features & Use Cases

  • Custom Model Training: Train LoRA models on fal.ai for personalized image and video generation.
  • Use Case: When a user requests to train a model for a specific person, style, or object, or to generate custom video content.

Quick Start

Train a custom model for portrait images with the following command:

./scripts/train.sh --images-url "https://example.com/face-photos.zip" --trigger-word "ohwx person" --model fal-ai/flux-lora-portrait-trainer

Frequently Asked Questions about fal-train

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I train a custom LoRA model for AI image generation?

To train a custom LoRA model for AI image generation, you can execute the training script with your image dataset URL and a specific trigger word. This Skill automates the training process on fal.ai for personalized outputs.

Can I use fal.ai to train a model for custom video generation?

Yes, fal.ai supports custom video generation through LoRA model training. This Skill handles user requests to train models specifically for generating personalized video content based on your datasets.

What do I need to start training a LoRA model on fal.ai?

To start training a LoRA model on fal.ai, you need a dataset of images, a trigger word, and a compatible model name. You also need curl and jq installed to execute the training scripts.

Does fal-train work with portrait images for personalized AI generation?

Yes, fal-train works with portrait images for personalized AI generation. You can train a portrait model by providing a zip file of face photos and using the fal-ai/flux-lora-portrait-trainer model.

What is the best way to generate AI images of a specific person or style?

The best way to generate AI images of a specific person or style is to train a custom LoRA model. This Skill allows you to train models on fal.ai using your specific image datasets for tailored results.

Why do I need jq and curl to use this fal.ai training Skill?

You need curl and jq because the Skill utilizes shell scripts to handle API requests and process JSON responses for fal.ai model training. These dependencies ensure the training commands execute correctly.