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b/README.md @@ -0,0 +1,270 @@ +--- +tags: +- stable-diffusion-xl +- stable-diffusion-xl-diffusers +- text-to-image +- diffusers +- lora +- template:sd-lora +widget: +- text: a cartoon character holding a heart in the style of + output: + url: image-0.png +- text: a woman with long hair and a leopard is sitting on a bed in the style of + output: + url: image-1.png +- text: a cartoon heart with a sword and dagger in the style of + output: + url: image-2.png +- text: a butterfly with a black and white design in the style of + output: + url: image-3.png +- text: two fish stickers with a sign that says, "love you" in the style of + output: + url: image-4.png +- text: a cartoon bird with a broken shell in the style of + output: + url: image-5.png +- text: two cartoon characters in orange robes in the style of + output: + url: image-6.png +- text: a blue cat with black spots on its face in the style of + output: + url: image-7.png +- text: three hearts with faces and eyes in the style of + output: + url: image-8.png +- text: a pink dog with a pink bow on its head in the style of + output: + url: image-9.png +- text: a cartoon frog with a stick in its mouth in the style of + output: + url: image-10.png +- text: a pink bear holding a mirror with hearts on it in the style of + output: + url: image-11.png +- text: a mermaid with a cat on her back in the style of + output: + url: image-12.png +- text: a sticker of a woman with butterfly wings and gold earrings in the style of + + output: + url: image-13.png +- text: a cartoon snake head with its mouth open in the style of + output: + url: image-14.png +- text: a cartoon character in a red dress holding a knife in the style of + output: + url: image-15.png +- text: a cartoon smiley face with a black background in the style of + output: + url: image-16.png +- text: a pink monster with eyes and a heart in the style of + output: + url: image-17.png +- text: a cartoon sun and a cartoon sun in the style of + output: + url: image-18.png +- text: a blue woman with a leopard on her back in the style of + output: + url: image-19.png +- text: a cartoon of a cat looking at a bowl of rice and a bowl of fruit in the style + of + output: + url: image-20.png +- text: a cartoon bunny holding a carrot in the style of + output: + url: image-21.png +- text: a cartoon character holding a house in the style of + output: + url: image-22.png +- text: stickers with a cartoon character and a donut in the style of + output: + url: image-23.png +- text: a cartoon character in a purple dress sitting on a heart in the style of + output: + url: image-24.png +- text: a cartoon character with horns and a black shirt in the style of + output: + url: image-25.png +- text: a cartoon bird with a balloon in the air in the style of + output: + url: image-26.png +- text: a pinup girl holding cherries in the style of + output: + url: image-27.png +- text: a sticker of a pink cloud with a pink donut in the style of + output: + url: image-28.png +- text: a cartoon mushroom with a sun and rainbow on it in the style of + output: + url: image-29.png +- text: a cartoon woman with a broom and a sun on her head in the style of + output: + url: image-30.png +- text: two cartoon rabbits in blue and pink clothes in the style of + output: + url: image-31.png +- text: a cartoon character with a face and a box in the style of + output: + url: image-32.png +- text: a cartoon deer with pink and black spots in the style of + output: + url: image-33.png +- text: sun in meditation in the style of + output: + url: image-34.png +- text: a cartoon leopard with black hair and a black bow in the style of + output: + url: image-35.png +- text: a cartoon bird flying over a balloon in the style of + output: + url: image-36.png +- text: a sticker of a sandwich with a face on it in the style of + output: + url: image-37.png +- text: a cartoon mouse and a bird are flying in the air in the style of + output: + url: image-38.png +- text: a cartoon bird with balloons and a heart in the style of + output: + url: image-39.png +- text: a cartoon cat is sitting in front of a fireplace in the style of + output: + url: image-40.png +- text: a bunch of different animal and cartoon drawings in the style of + output: + url: image-41.png +- text: four cartoon characters are shown in different poses in the style of + output: + url: image-42.png +- text: a set of japanese characters and animals in the style of + output: + url: image-43.png +- text: a cartoon of a cat sitting on a window sill in the style of + output: + url: image-44.png +- text: a group of balloons and animals flying in the sky in the style of + output: + url: image-45.png +- text: three cartoon suns and a woman with a broom in the style of + output: + url: image-46.png +- text: a set of four stickers depicting various animals in the style of + output: + url: image-47.png +- text: a set of cartoon characters with different designs in the style of + output: + url: image-48.png +- text: four different colored birds with wings and flowers in the style of + output: + url: image-49.png +- text: a bunch of different stickers with different designs in the style of + output: + url: image-50.png +- text: a blue and white skull with a scythe in the style of + output: + url: image-51.png +- text: a cartoon character with a scythe and a blue hat in the style of + output: + url: image-52.png +- text: a cartoon illustration of a kitchen with a cat and a dog in the style of + output: + url: image-53.png +- text: a collection of cartoon tattoos and other items in the style of + output: + url: image-54.png +- text: a cartoon bird with a heart in its beak in the style of + output: + url: image-55.png +- text: mermaids and fish illustration by julien leonard in the style of + output: + url: image-56.png +- text: three different tattoos of women with suns on their backs in the style of + + output: + url: image-57.png +- text: a group of cartoon characters with different colors in the style of + output: + url: image-58.png +- text: a group of cartoon characters with different colors in the style of + output: + url: image-59.png +- text: a set of illustrations depicting women in different poses in the style of + + output: + url: image-60.png +- text: a cartoon skull with a heart on its head in the style of + output: + url: image-61.png +- text: star with a can of pop in its mouth in the style of + output: + url: image-62.png +- text: soul tripping sticker in the style of + output: + url: image-63.png +base_model: stabilityai/stable-diffusion-xl-base-1.0 +instance_prompt: in the style of +license: openrail++ +--- + +# SDXL LoRA DreamBooth - HusseinHE/charlotte + + + +## Model description + +### These are HusseinHE/charlotte LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. + +## Download model + +### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke + +- **LoRA**: download **[`charlotte.safetensors` here ๐Ÿ’พ](/HusseinHE/charlotte/blob/main/charlotte.safetensors)**. + - Place it on your `models/Lora` folder. + - On AUTOMATIC1111, load the LoRA by adding `` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/). +- *Embeddings*: download **[`charlotte_emb.safetensors` here ๐Ÿ’พ](/HusseinHE/charlotte/blob/main/charlotte_emb.safetensors)**. + - Place it on it on your `embeddings` folder + - Use it by adding `charlotte_emb` to your prompt. For example, `in the style of charlotte_emb` + (you need both the LoRA and the embeddings as they were trained together for this LoRA) + + +## Use it with the [๐Ÿงจ diffusers library](https://github.com/huggingface/diffusers) + +```py +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('HusseinHE/charlotte', weight_name='pytorch_lora_weights.safetensors') +embedding_path = hf_hub_download(repo_id='HusseinHE/charlotte', filename='charlotte_emb.safetensors' repo_type="model") +state_dict = load_file(embedding_path) +pipeline.load_textual_inversion(state_dict["clip_l"], token=["", ""], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer) +pipeline.load_textual_inversion(state_dict["clip_g"], token=["", ""], text_encoder=pipeline.text_encoder_2, tokenizer=pipeline.tokenizer_2) + +image = pipeline('in the style of ').images[0] +``` + +For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters) + +## Trigger words + +To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens: + +to trigger concept `TOK` โ†’ use `` in your prompt + + + +## Details +All [Files & versions](/HusseinHE/charlotte/tree/main). + +The weights were trained using [๐Ÿงจ diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py). + +LoRA for the text encoder was enabled. 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