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README.md ADDED
@@ -0,0 +1,143 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - stable-diffusion-xl
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+ - stable-diffusion-xl-diffusers
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+ - text-to-image
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+ - diffusers
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+ - lora
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+ - template:sd-lora
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+ widget:
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+ - text: <s0><s1> a drawing of two people with ink splatters on their faces
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+ output:
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+ url: image-0.png
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+ - text: <s0><s1> a drawing of a person with a black and white paint splatter
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+ output:
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+ url: image-1.png
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+ - text: <s0><s1> a drawing of a person with a black and white paint splatter
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+ output:
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+ url: image-2.png
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+ - text: <s0><s1> a drawing of a man with a hat and a gun
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+ output:
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+ url: image-3.png
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+ - text: <s0><s1> a drawing of a man with a hat and a gun
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+ output:
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+ url: image-4.png
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+ - text: <s0><s1> a drawing of a black and white drawing of rocks
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+ output:
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+ url: image-5.png
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+ - text: <s0><s1> a drawing of a black and white drawing of rocks
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+ output:
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+ url: image-6.png
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+ - text: <s0><s1> a drawing of a man with a face on it
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+ output:
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+ url: image-7.png
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+ - text: <s0><s1> a drawing of a man with a face on it
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+ output:
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+ url: image-8.png
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+ - text: <s0><s1> a drawing of a fish on a wall
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+ output:
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+ url: image-9.png
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+ - text: <s0><s1> a drawing of a person on a wall with a computer
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+ output:
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+ url: image-10.png
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+ - text: <s0><s1> a drawing of a man with a long body and a long head
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+ output:
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+ url: image-11.png
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+ - text: <s0><s1> a drawing of a dog with its tongue out
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+ output:
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+ url: image-12.png
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+ - text: <s0><s1> a drawing of a man with a face on it
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+ output:
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+ url: image-13.png
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+ - text: <s0><s1> a drawing of a man in a suit with a hat
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+ output:
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+ url: image-14.png
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+ - text: <s0><s1> a drawing of a man standing on a hill with a moon in the background
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+ output:
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+ url: image-15.png
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+ - text: <s0><s1> a drawing of a man with a face on his back
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+ output:
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+ url: image-16.png
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+ - text: <s0><s1> a drawing of a man with a knife and a knife
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+ output:
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+ url: image-17.png
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+ - text: <s0><s1> a drawing of a moon and a planet
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+ output:
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+ url: image-18.png
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+ - text: <s0><s1> a drawing of a spider on paper with black and white paint
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+ output:
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+ url: image-19.png
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+ - text: <s0><s1> a drawing of a man falling down with a black ink pen
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+ output:
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+ url: image-20.png
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+ - text: <s0><s1> a drawing of a black and white animal with a black and white pattern
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+ output:
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+ url: image-21.png
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+ - text: <s0><s1> a drawing of a group of small faces on a white wall
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+ output:
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+ url: image-22.png
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+ base_model: stabilityai/stable-diffusion-xl-base-1.0
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+ instance_prompt: <s0><s1>
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+ license: openrail++
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+ ---
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+
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+ # SDXL LoRA DreamBooth - computational-mama/david-and-the-forest
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+
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+ <Gallery />
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+
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+ ## Model description
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+
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+ ### These are computational-mama/david-and-the-forest LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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+
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+ ## Download model
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+
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+ ### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
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+
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+ - **LoRA**: download **[`david-and-the-forest.safetensors` here 💾](/computational-mama/david-and-the-forest/blob/main/david-and-the-forest.safetensors)**.
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+ - Place it on your `models/Lora` folder.
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+ - On AUTOMATIC1111, load the LoRA by adding `<lora:david-and-the-forest:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
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+ - *Embeddings*: download **[`david-and-the-forest_emb.safetensors` here 💾](/computational-mama/david-and-the-forest/blob/main/david-and-the-forest_emb.safetensors)**.
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+ - Place it on it on your `embeddings` folder
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+ - Use it by adding `david-and-the-forest_emb` to your prompt.
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+ (you need both the LoRA and the embeddings as they were trained together for this LoRA)
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+
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+
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+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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+
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+ ```py
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+ from diffusers import AutoPipelineForText2Image
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+ import torch
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+ from huggingface_hub import hf_hub_download
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+ from safetensors.torch import load_file
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+
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+ pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
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+ pipeline.load_lora_weights('computational-mama/david-and-the-forest', weight_name='pytorch_lora_weights.safetensors')
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+ embedding_path = hf_hub_download(repo_id='computational-mama/david-and-the-forest', filename='david-and-the-forest_emb.safetensors' repo_type="model")
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+ state_dict = load_file(embedding_path)
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+ pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer)
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+ pipeline.load_textual_inversion(state_dict["clip_g"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder_2, tokenizer=pipeline.tokenizer_2)
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+
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+ image = pipeline('<s0><s1>').images[0]
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+ ```
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+
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+ 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)
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+
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+ ## Trigger words
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+
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+ To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens:
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+
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+ to trigger concept `TOK` → use `<s0><s1>` in your prompt
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+
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+
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+
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+ ## Details
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+ All [Files & versions](/computational-mama/david-and-the-forest/tree/main).
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+
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+ The weights were trained using [🧨 diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py).
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+
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+ LoRA for the text encoder was enabled. False.
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+
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+ Pivotal tuning was enabled: True.
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+
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+ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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+
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.0001
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+ logging_dir: logs
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+ lr_num_cycles: 1
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+ lr_power: 1.0
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+ lr_scheduler: constant
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+ lr_warmup_steps: 0
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+ mixed_precision: bf16
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+ num_validation_images: 4
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+ optimizer: prodigy
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+ output_dir: david-and-the-forest
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