🚀 極簡未來主義通量LoRA
這是一個文本到圖像的模型,基於LoRA和Diffusers技術,能夠根據輸入的文本生成具有極簡未來主義風格的圖像。當前模型仍處於訓練階段,並非最終版本,可能存在瑕疵,在某些情況下表現不佳。
🚀 快速開始
環境設置
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/Minimal-Futuristic-Flux-LoRA"
trigger_word = "Minimal Futuristic"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
觸發詞使用
你應該使用 Minimal Futuristic
來觸發圖像生成。
模型下載
此模型的權重以Safetensors格式提供。
點擊下載(在“文件與版本”選項卡中)。
✨ 主要特性
- 支持文本到圖像的轉換,生成具有極簡未來主義風格的圖像。
- 可通過特定的觸發詞
Minimal Futuristic
來生成特定風格的圖像。
📚 詳細文檔
模型描述
prithivMLmods/Minimal-Futuristic-Flux-LoRA
圖像處理參數
參數 |
值 |
參數 |
值 |
LR調度器 |
constant |
噪聲偏移 |
0.03 |
優化器 |
AdamW |
多分辨率噪聲折扣 |
0.1 |
網絡維度 |
64 |
多分辨率噪聲迭代次數 |
10 |
網絡Alpha |
32 |
重複次數與步數 |
25 & 2.7K |
訓練輪數 |
14 |
每N輪保存一次 |
1 |
標註信息
標註方式:florence2 - en(自然語言 & 英語)
訓練數據
總共使用了20張高分辨率圖像進行訓練。
最佳尺寸
數據源
📄 許可證
本模型採用 creativeml-openrail-m
許可證。
🎨 模型效果展示
示例輸入與輸出
- 輸入文本:'Minimal Futuristic, a black bird with a black beak and red eyes stands in front of an orange square-shaped object. The birds head is positioned in a way that is positioned to the right of the frame, its beak is pointed towards the right. Its eyes are a bright red, adding a pop of color to the otherwise monochromatic image. The background is a muted gray, creating a stark contrast to the black bird and the orange square object.'
輸出圖像:點擊查看
- 輸入文本:'Minimal Futuristic, A digital art painting of a womans face. The woman has short dark brown hair that is pulled back into a bun. Her eyes are dark and her lips are a lighter shade of pink. Her eyebrows are a darker shade of brown. Her lips are slightly parted and her mouth is slightly open. She is wearing a black t-shirt with a collar. The background is a dark gray and orange striped wall.'
輸出圖像:點擊查看
- 輸入文本:'Minimal Futuristic, Captured in a digital art style, a womans face is visible in the foreground. The womans head is positioned in front of a mirror, which is mounted on a wall. The mirrors reflection is visible on the right side of the frame, depicting a wave in the water. The background is a combination of black, orange, and yellow, creating a vibrant contrast to the womans outfit. The outline of the mirror is encircled by a red circle, adding a pop of color to the scene.'
輸出圖像:點擊查看
⚠️ 重要提示
該模型仍處於訓練階段,這不是最終版本,可能包含瑕疵,在某些情況下表現不佳。