Comicstrips Lora Fluxdev

🚀 漫画风格LoRA模型：ComicStrips_flux_lora_v1_fp16

本项目是基于Flux模型微调得到的模型，采用LoRA（低秩自适应）技术进行训练，专门用于生成《卡尔文与霍布斯》风格的漫画。该模型借助 Ostris的AI工具包 进行训练，让你能够利用卡尔文和霍布斯这两个经典角色，创作出有趣且引人入胜的漫画场景。

🚀 快速开始

触发词

你需要使用 Calvin and Hobbs 来触发图像生成。

下载模型并在ComfyUI、AUTOMATIC1111、SD.Next、Invoke AI等中使用

该模型的权重以Safetensors格式提供。你可以在 文件与版本 选项卡中下载。

使用 🧨 diffusers 库

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('zhreyu/ComicStrips-Lora-Fluxdev', weight_name='ComicStrips_flux_lora_v1_fp16.safetensors')
image = pipeline('Calvin and Hobbs swimming in the pool chatting about drinking lemonade').images[0]
image.save("my_image.png")

更多详细信息，包括LoRA的加权、合并和融合，请查看 diffusers中加载LoRA的文档。

💻 使用示例

基础用法

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('zhreyu/ComicStrips-Lora-Fluxdev', weight_name='ComicStrips_flux_lora_v1_fp16.safetensors')
image = pipeline('Calvin and Hobbs swimming in the pool chatting').images[0]
image.save("basic_example.png")

高级用法

# 高级场景说明：在生成图像时，可以添加更详细的描述，以获得更符合预期的漫画风格图像。
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('zhreyu/ComicStrips-Lora-Fluxdev', weight_name='ComicStrips_flux_lora_v1_fp16.safetensors')
image = pipeline('Calvin and Hobbs in their signature cartoon style -- Calvin, the spiky - haired 6 - year - old boy, and Hobbes, his anthropomorphized tiger best friend, both styled in Nike streetwear. Calvin wearing a black Nike high - top sneakers with large white tick marks (✓) prominently displayed on both sides of each shoe, matching black Nike tracksuit with white tick marks (✓) on the jacket chest and pants leg. Hobbes sporting a scaled - up version of the same outfit - black Nike high - tops with bold white tick symbols (✓) on the sides, and a Nike tracksuit fitted for his tiger proportions with identical tick marks (✓) on chest and pants. Both characters maintaining their classic Bill Watterson - style expressions and poses, each piece of clothing and shoe featuring the iconic Nike tick mark (✓) design. The artwork preserving the original comic\'s playful energy while showcasing the Nike tick symbol aesthetic throughout their outfits').images[0]
image.save("advanced_example.png")

📄 许可证

本模型使用 flux-1-dev-non-commercial-license 许可证，详情请见 许可证链接。

📦 模型信息

🎨 示例展示

以下是一些使用该模型生成的示例图像：