Comicstrips Lora Fluxdev

🚀 漫畫風格LoRA模型：ComicStrips_flux_lora_v1_fp16

本項目是基於Flux模型微調得到的模型，採用LoRA（低秩自適應）技術進行訓練，專門用於生成《卡爾文與霍布斯》風格的漫畫。該模型藉助 Ostris的AI工具包 進行訓練，讓你能夠利用卡爾文和霍布斯這兩個經典角色，創作出有趣且引人入勝的漫畫場景。

🚀 快速開始

觸發詞

你需要使用 Calvin and Hobbs 來觸發圖像生成。

下載模型並在ComfyUI、AUTOMATIC1111、SD.Next、Invoke AI等中使用

該模型的權重以Safetensors格式提供。你可以在 文件與版本 選項卡中下載。

使用 🧨 diffusers 庫

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")

更多詳細信息，包括LoRA的加權、合併和融合，請查看 diffusers中加載LoRA的文檔。

💻 使用示例

基礎用法

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")

高級用法

# 高級場景說明：在生成圖像時，可以添加更詳細的描述，以獲得更符合預期的漫畫風格圖像。
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")

📄 許可證

本模型使用 flux-1-dev-non-commercial-license 許可證，詳情請見 許可證鏈接。

📦 模型信息

🎨 示例展示

以下是一些使用該模型生成的示例圖像：