Flux GArt LoRA

✨ 主な機能

このモデルは、特定の画像生成を可能にするLoRA（Low - Rank Adaptation）モデルです。GArtというトリガーワードを使用することで、特定のスタイルやシーンの画像を生成できます。

📦 インストール

import torch
from pipelines import DiffusionPipeline

base_model = "black - forest - labs/FLUX.1 - dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Flux - GArt - LoRA"
trigger_word = "GArt"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

💻 使用例

基本的な使用法

import torch
from pipelines import DiffusionPipeline

base_model = "black - forest - labs/FLUX.1 - dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Flux - GArt - LoRA"
trigger_word = "GArt"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

高度な使用法

トリガーワードGArtを用いて、特定のシーンの画像を生成できます。以下は、いくつかの具体的な入力テキストと生成される画像の例です。

• 入力テキスト:

GArt, a man in a blue jacket and blue jeans is riding a brown horse down a dirt road in the middle of a desert. The man is wearing a black cowboy hat, a blue long sleeved shirt, and black boots. The horse is facing the left side of the road, and the sun is setting in the background, casting a shadow on the road. The road is divided into two sections, each section having a yellow line painted on it. To the left and right of the image, there are cactus plants with yellow flowers growing on the ground. In the distance, there is a mountain range. The sky is a deep orange, with a few wispy clouds in the sky.

生成画像: images/G1.png

• 入力テキスト:

GArt, Captured at night, a vibrant orange van is parked on a sandy beach. The van is facing the viewer, with its door open, revealing the interior of the van. A fire is burning on the beach, creating a warm glow. Two folding chairs are positioned in front of the fire, adding a pop of color to the scene. The sky is a deep blue, dotted with white stars, and a mountain range can be seen in the background.

生成画像: images/G2.png

• 入力テキスト:

GArt, Captured from a high - angle perspective on a sunny day, a view of a baseball stadium is seen. The stadium is surrounded by lush green grass and trees, with a winding track running along the center of the field. The field is adorned with a few people playing a game of tennis, and there are a few empty stands on either side of the track. In the distance, a city can be seen, with tall buildings and a mountain range in the background. The sky is a deep blue, dotted with white clouds.

生成画像: images/G3.png

📚 ドキュメント

トリガーワード

画像生成をトリガーするには、GArtを使用する必要があります。

モデルのダウンロード

このモデルのウェイトはSafetensors形式で利用可能です。 [Files & versionsタブ](prithivMLmods/Flux - GArt - LoRA/tree/main)からダウンロードできます。

モデルの詳細情報

画像処理パラメータ

最適な解像度

• 768 x 1024 (最適)
• 1024 x 1024 (デフォルト)

📄 ライセンス

このモデルはcreativeml - openrail - mライセンスの下で提供されています。