End of training
Browse files- README.md +49 -0
- prompt.txt +1 -0
- pytorch_lora_weights.safetensors +3 -0
- pytorch_lora_weights_kohya.safetensors +3 -0
- training_params.json +1 -0
README.md
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---
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tags:
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- autotrain
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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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base_model: stabilityai/stable-diffusion-xl-base-1.0
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instance_prompt: photo of ambika0 man
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license: openrail++
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---
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# ModelsLab LoRA DreamBooth Training - stablediffusionapi/my-stablediffusion-lora-7485
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<Gallery />
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## Model description
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These are stablediffusionapi/my-stablediffusion-lora-7485 LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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The weights were trained using [Modelslab](https://modelslab.com).
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: None.
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## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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```py
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!pip install -q transformers accelerate peft diffusers
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from diffusers import DiffusionPipeline
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import torch
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pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
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pipe = DiffusionPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16).to("cuda")
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pipe.load_lora_weights("stablediffusionapi/my-stablediffusion-lora-7485", weight_name="pytorch_lora_weights.safetensors", adapter_name="abc")
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prompt = "abc of a hacker with a hoodie"
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lora_scale = 0.9
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image = pipe(
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prompt,
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num_inference_steps=30,
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cross_attention_kwargs={"scale": lora_scale},
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generator=torch.manual_seed(0)
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).images[0]
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image
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```
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## Trigger words
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You should use photo of ambika0 man to trigger the image generation.
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## Download model
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Weights for this model are available in Safetensors format.
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[Download](stablediffusionapi/my-stablediffusion-lora-7485/tree/main) them in the Files & versions tab.
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prompt.txt
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photo of ambika0 man
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pytorch_lora_weights.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8b42793ebd13acd222f82ff0f39f0f9369156bd4c96bada57c7be3c0dd722340
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size 93065304
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pytorch_lora_weights_kohya.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1698a26c7a935d8cf40c1a9c811e5bd368a1a6d01bca04b6c898999e398db3ec
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size 93148104
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training_params.json
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{"model": "stabilityai/stable-diffusion-xl-base-1.0", "vae_model": null, "revision": null, "tokenizer": null, "image_path": "my-stablediffusion-lora-7485/autotrain-data", "class_image_path": null, "prompt": "photo of ambika0 man", "class_prompt": null, "num_class_images": 100, "class_labels_conditioning": null, "prior_preservation": false, "prior_loss_weight": 1.0, "project_name": "my-stablediffusion-lora-7485", "seed": 42, "resolution": 1024, "center_crop": false, "train_text_encoder": false, "batch_size": 4, "sample_batch_size": 4, "epochs": 1, "num_steps": 5, "checkpointing_steps": 500, "resume_from_checkpoint": null, "gradient_accumulation": 4, "disable_gradient_checkpointing": false, "lr": 0.0005, "scale_lr": false, "scheduler": "constant", "warmup_steps": 0, "num_cycles": 1, "lr_power": 1.0, "dataloader_num_workers": 0, "use_8bit_adam": false, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_weight_decay": 0.01, "adam_epsilon": 1e-08, "max_grad_norm": 1.0, "allow_tf32": false, "prior_generation_precision": null, "local_rank": -1, "xformers": false, "pre_compute_text_embeddings": false, "tokenizer_max_length": null, "text_encoder_use_attention_mask": false, "rank": 16, "xl": true, "mixed_precision": "fp16", "push_to_hub": true, "username": "stablediffusionapi", "hf_private": false, "validation_prompt": null, "num_validation_images": 4, "validation_epochs": 50, "checkpoints_total_limit": null, "validation_images": null, "logging": false}
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