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filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..5efc10bad7c8b2a4c5a06aae3ef0d0f6ea7f0171 --- /dev/null +++ b/README.md @@ -0,0 +1,285 @@ +--- +tags: +- stable-diffusion-xl +- stable-diffusion-xl-diffusers +- text-to-image +- diffusers +- lora +- template:sd-lora +widget: +- text: a woman with guns on her waist and short red hair staring up at The Sphinx + in the desert in the style of low poly videogame + output: + url: image-0.png +- text: a room with several washing machines and a door in the style of low + poly videogame + output: + url: image-1.png +- text: a house with a tree, a table, and two chairs in the yard with a grassy expanse + in the background in the style of low poly videogame + output: + url: image-2.png +- text: a man laying on the floor with pizza boxes and a book in the style of + low poly videogame + output: + url: image-3.png +- text: a woman in a blue shirt and red boots with a sweater tied around her waist + standing in an alleyway in the style of low poly videogame + output: + url: image-4.png +- text: a liquor store is lit up at night in the style of low poly videogame + output: + url: image-5.png +- text: two men in striped collared shirts and sunglasses are standing in front of + a building in the style of low poly videogame + output: + url: image-6.png +- text: a man in a suit holding a tray of food in the style of low poly videogame + output: + url: image-7.png +- text: a dark and dirty alley with a few tables and chairs in the style of + low poly videogame + output: + url: image-8.png +- text: a prison guard in a cowboy hat standing on a balcony overlooking a large crowd + of prisoners in the style of low poly videogame + output: + url: image-9.png +- text: a man walking down the street in a city in the style of low poly + videogame + output: + url: image-10.png +- text: a bus driving down a snowy street at night in the style of low poly + videogame + output: + url: image-11.png +- text: a small house and a water tower in the middle of the woods in the style of + low poly videogame + output: + url: image-12.png +- text: a tiled room with a pool and a statue in it in the style of low poly + videogame + output: + url: image-13.png +- text: a diner restaurant with booths and tables in the middle in the style of + low poly videogame + output: + url: image-14.png +- text: a computer with a mouse and keyboard on a desk in the style of low + poly videogame + output: + url: image-15.png +- text: a man holding a bat standing on a cliff next to a police car with its trunk + open in the style of low poly videogame + output: + url: image-16.png +- text: a man standing with a backpack in the street in front of some shops in the + style of low poly videogame + output: + url: image-17.png +- text: a man in wearing a hawaiian shirt and jeans standing next to a river in a + city in the style of low poly videogame + output: + url: image-18.png +- text: a boy with a bald head wearing a sweater vest and jeans sitting on a BMX bike + in the style of low poly videogame + output: + url: image-19.png +- text: a small japanese style house in the mountains in the style of low + poly videogame + output: + url: image-20.png +- text: a cul-de-sac street with a car parked on it in the style of low poly + videogame + output: + url: image-21.png +- text: a little girl in a red dress walking down a street with a red umbrella in + the style of low poly videogame + output: + url: image-22.png +- text: a man in a blue jacket, beige pants and a blue hat holding a baseball bat, + standing in a bedroom in the style of low poly videogame + output: + url: image-23.png +- text: a man with tattoos standing in front of a fireplace in the style of + low poly videogame + output: + url: image-24.png +- text: a man and woman holding hands standing in front of a school in the style of + low poly videogame + output: + url: image-25.png +- text: a man in a hoodie standing on the street in the style of low poly + videogame + output: + url: image-26.png +- text: a group of men standing on the street in the style of low poly videogame + output: + url: image-27.png +- text: a long hallway with wooden floors and windows in the style of low + poly videogame + output: + url: image-28.png +- text: a grocery store with shelves full of food in the style of low poly + videogame + output: + url: image-29.png +- text: a group of people in lab coats and ties standing in a laboratory in the style + of low poly videogame + output: + url: image-30.png +- text: a man in a black suit holding a gun standing in front of a stone pillar in + the style of low poly videogame + output: + url: image-31.png +- text: a man in a christmas sweater and pajama pants standing in his house in the + style of low poly videogame + output: + url: image-32.png +- text: a close up shot of a man with long blonde hair wearing a brown jacket in the + style of low poly videogame + output: + url: image-33.png +- text: a man with brown hair wearing a brown jacket and jeans sitting down in a shed + in the style of low poly videogame + output: + url: image-34.png +- text: a city street at sunset in the style of low poly videogame + output: + url: image-35.png +- text: a woman with tattoos and a black top in the style of low poly videogame + output: + url: image-36.png +- text: a white car floating in the water next to a building in the style of + low poly videogame + output: + url: image-37.png +- text: a man in a white coat and glasses in the style of low poly videogame + output: + url: image-38.png +- text: a man with a headband on walking in front of a woman wearing a tank top in + the style of low poly videogame + output: + url: image-39.png +- text: a desert road with a sign for a motel in the style of low poly videogame + output: + url: image-40.png +- text: a park with trees and grass in the style of low poly videogame + output: + url: image-41.png +- text: a man in a suit sitting in front of stacks of boxes in the style of + low poly videogame + output: + url: image-42.png +- text: a man in a green and white striped shirt and shorts standing in front of a + bar in the style of low poly videogame + output: + url: image-43.png +- text: a man in a white tank top and shorts standing in front of a locker in the + style of low poly videogame + output: + url: image-44.png +- text: a car is driving down a wet road at night in the style of low poly + videogame + output: + url: image-45.png +- text: the interior of a train with blue seats in the style of low poly + videogame + output: + url: image-46.png +- text: a street with houses and trees in the background in the style of + low poly videogame + output: + url: image-47.png +- text: a casino in a city in the style of low poly videogame + output: + url: image-48.png +- text: a man riding a bike on a road in the woods in the style of low poly + videogame + output: + url: image-49.png +- text: a knight in armor sitting in front of a fire in the style of low + poly videogame + output: + url: image-50.png +- text: a man reading a newspaper in a laundry room in the style of low poly + videogame + output: + url: image-51.png +- text: a man in a white shirt and blue shorts standing in front of a building in + the style of low poly videogame + output: + url: image-52.png +- text: a man in a baseball cap and jacket standing on a street in the style of + low poly videogame + output: + url: image-53.png +- text: a car driving off road through the desert in the style of low poly + videogame + output: + url: image-54.png +base_model: stabilityai/stable-diffusion-xl-base-1.0 +instance_prompt: in the style of low poly videogame +license: openrail++ +--- + +# SDXL LoRA DreamBooth - nicolasdistasi/lowpoly-game + + + +## Model description + +### These are nicolasdistasi/lowpoly-game 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 **[`lowpoly-game.safetensors` here ๐Ÿ’พ](/nicolasdistasi/lowpoly-game/blob/main/lowpoly-game.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 **[`lowpoly-game_emb.safetensors` here ๐Ÿ’พ](/nicolasdistasi/lowpoly-game/blob/main/lowpoly-game_emb.safetensors)**. + - Place it on it on your `embeddings` folder + - Use it by adding `lowpoly-game_emb` to your prompt. For example, `in the style of lowpoly-game_emb low poly videogame` + (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('nicolasdistasi/lowpoly-game', weight_name='pytorch_lora_weights.safetensors') +embedding_path = hf_hub_download(repo_id='nicolasdistasi/lowpoly-game', filename='lowpoly-game_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 low poly videogame').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](/nicolasdistasi/lowpoly-game/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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