Flux C4C Design LoRA

🚀 圖像生成模型：Flux-C4C-Design-LoRA

本項目是一個文本到圖像的生成模型，藉助LoRA技術，基於black-forest-labs/FLUX.1-dev基礎模型進行微調。它能依據特定提示詞生成獨特的圖像，適用於藝術創作、設計等領域。

🚀 快速開始

環境搭建

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 = "strangerzonehf/Flux-C4C-Design-LoRA"
trigger_word = "Smiley C4C"  
pipe.load_lora_weights(lora_repo)

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

觸發詞使用

你需要使用Smiley C4C來觸發圖像生成。

模型下載

該模型的權重以Safetensors格式提供。 點擊下載，可在Files & versions選項卡中獲取。

✨ 主要特性

• 文本到圖像生成：根據輸入的文本提示生成對應的圖像。
• LoRA微調：基於基礎模型進行高效微調，提升特定場景的生成效果。
• 多場景適用：適用於藝術創作、設計等多個領域。

📦 安裝指南

安裝所需依賴庫：

import torch
from pipelines import DiffusionPipeline

💻 使用示例

基礎用法

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 = "strangerzonehf/Flux-C4C-Design-LoRA"
trigger_word = "Smiley C4C"  
pipe.load_lora_weights(lora_repo)

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

# 生成圖像示例
prompt = f"{trigger_word}, a close-up of a persons head is visible. The person is wearing a gray sweater, adorned with a silver chain around their neck, and a silver helmet on their head. The helmet is adorned with two cork-like objects, each with a light shining on it, adding a touch of warmth to the scene. The background is a dark blue, creating a stark contrast to the silver helmet."
image = pipe(prompt).images[0]
image.save("output.png")

📚 詳細文檔

圖像生成示例

圖像生成參數

最佳尺寸與推理

推理範圍

• 推薦推理步數：30–35

📄 許可證

本模型採用creativeml-openrail-m許可證。