Harshgarg12/LoRA_Peft_SD_Myntra_Shoes
116
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LoRA text2image fine-tuning - Harshgarg12/LoRAPeftSDMyntraShoes
These are LoRA adaption weights for CompVis/stable-diffusion-v1-4. The weights were fine-tuned on the Harshgarg12/myntrashoesdataset dataset. You can find some example images in the following.
Intended uses & limitations
How to use
model_path = "Harshgarg12/LoRA_Peft_SD_Myntra_Shoes"
pipe_lora = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", torch_dtype=torch.float16)
pipe_lora.load_lora_weights("Harshgarg12/LoRA_Peft_SD_Myntra_Shoes")
pipe_lora.to(device)
prompt = "Men White Mesh Running Non-Marking Shoes. A pair of white shoes, has regular Styling, lace-ups detail, Upper, Cushioned footbed, Textured and patterned outsole, Warranty: 28 days,. Sport: Running, Material: Mesh, Fastening: Lace-Ups, Ankle Height: Regular, Outsole Type: Non-Marking, Cleats: No Cleats, Pronation for Running Shoes: Neutral, Cushioning: High."
image_lora = pipe_lora(prompt, num_inference_steps=30).images[0]Limitations and bias
[TODO: provide examples of latent issues and potential remediations]
Training details
[TODO: describe the data used to train the model]