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lucataco/ai-toolkit - AI Vision Tools Tool

Overview

A Cog implementation of ostris/ai-toolkit for training LoRA models targeted at FLUX.1-dev using custom image datasets. It is marked as deprecated and superseded by ostris/flux-dev-lora-trainer.

Key Features

  • Cog implementation of ostris/ai-toolkit
  • Designed to train LoRA models for FLUX.1-dev
  • Uses custom image datasets for fine-tuning
  • Marked deprecated in favor of ostris/flux-dev-lora-trainer

Ideal Use Cases

  • Training LoRA adapters for FLUX.1-dev
  • Prototyping image-based fine-tuning workflows
  • Preparing datasets for model-specific LoRA training
  • Evaluating migration to the recommended trainer replacement

Getting Started

  • Open the replicate.com repository page for the project
  • Read the repository README and implementation notes
  • Prepare a custom image dataset formatted for training
  • Configure LoRA and FLUX.1-dev training parameters
  • Run the Cog training workflow following repository instructions
  • Validate the resulting LoRA model on target tasks
  • Plan migration to ostris/flux-dev-lora-trainer for future work

Pricing

Pricing not disclosed in the source repository or listing.

Limitations

  • Marked as deprecated; use ostris/flux-dev-lora-trainer instead
  • Focused specifically on LoRA training for FLUX.1-dev
  • No pricing or support details are provided in the source

Key Information

  • Category: Vision Tools
  • Type: AI Vision Tools Tool
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