ostris/flux-dev-lora-trainer - AI Vision Tools Tool

Overview

Replicate-hosted trainer for fine-tuning the FLUX.1-dev model using the ai-toolkit with a LoRA approach. Users can run automated cloud training jobs on Nvidia H100 GPUs to produce custom-trained weights.

Key Features

• Fine-tune the FLUX.1-dev model using LoRA
• Automated, cloud-based training workflow
• Runs training jobs on Nvidia H100 GPUs
• Generates downloadable custom-trained weights
• Hosted and executed on Replicate

Ideal Use Cases

• Create task-specific variants of FLUX.1-dev
• Rapid LoRA experimentation and iteration
• Produce custom weights for downstream deployment
• Integrate cloud training into development pipelines

Getting Started

• Visit the tool page on Replicate
• Prepare training dataset and LoRA configuration
• Configure training job parameters
• Start the training job on Nvidia H100 GPUs
• Download the resulting custom-trained weights

Pricing

Pricing is not disclosed in the provided tool information. See the Replicate tool page for current pricing and compute costs.

Limitations

• Designed specifically for FLUX.1-dev model fine-tuning
• Uses a LoRA-based fine-tuning approach only
• Executes on Nvidia H100 GPUs (hardware-specific requirement)
• Hosted on Replicate — runs within Replicate infrastructure

Key Information

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