3diconz

🚀 SDXL LoRA DreamBooth - LinoyTsaban/3diconz

This project provides LoRA adaption weights for SDXL, enabling text - to - image generation in a specific style.

🚀 Quick Start

Trigger words

To trigger image generation of the trained concept, replace each concept identifier in your prompt with the new inserted tokens. For example, to trigger the concept TOK, use <s0><s1> in your prompt.

Use it with the 🧨 diffusers library

from diffusers import AutoPipelineForText2Image
import torch
from huggingface_hub import hf_hub_download
from safetensors.torch import load_file
        
pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('LinoyTsaban/3diconz', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='LinoyTsaban/3diconz', filename="embeddings.safetensors", repo_type="model")
state_dict = load_file(embedding_path)
pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>"], text_encoder=pipe.text_encoder, tokenizer=pipe.tokenizer)
pipeline.load_textual_inversion(state_dict["clip_g"], token=["<s0>", "<s1>"], text_encoder=pipe.text_encoder_2, tokenizer=pipe.tokenizer_2)
        
image = pipeline('in the style of <s0><s1>').images[0]

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

Download model

Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke.

• Download the LoRA *.safetensors here. Rename it and place it in your Lora folder.
• Download the text embeddings *.safetensors here. Rename it and place it in your embeddings folder.

All Files & versions.

✨ Features

These are LinoyTsaban/3diconz LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

🔧 Technical Details

The weights were trained using 🧨 diffusers Advanced Dreambooth Training Script.

• LoRA for the text encoder was enabled: False.
• Pivotal tuning was enabled: True.
• Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.

📄 License

This project is under the openrail++ license.