ksampath/flux-krea-villeneuve-lora

Flux1.Krea-dev-villeneuve

Prompt

A vast desert landscape with mysterious structures

Prompt

FBI agents breaking to a drug dealer's home

Model description

Overview

Finetuned LORA off FLUX.1-Krea-dev that better captures the style of Denis Villeneuve. The training took ~11 H200 hours to train, and is optimized in a number of ways, including but not limited to: VAE caching, image interpolation, optimized attention via xformers, torch.compile(), Cosine LR annealing. The dataset of ~200 images was curated to especially capture the width of the directorial body of work, with captioning also focusing on style of the model.

Uses

• Flux 1 - Krea dev (black-forest-labs/FLUX.1-Krea-dev) as the base model for training
• uv for package management
• ruff for code quality
• ty for type checking
• modal for infrastructure
• shotdeck (https://shotdeck.com/) for training stills and data
• Qwen 2.5VL - 3B for image captioning

Comparison

1. A vast desert landscape with mysterious structures

Base Model

Villeneuve LoRA

2. FBI agents breaking to a drug dealer's home

Base Model

Villeneuve LoRA

Trigger words

You should use <villenueve-style> to trigger the image generation.

Download model

Download them in the Files & versions tab.