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Instruction-tuning-sd

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Average Model Cost: $0.0000

Number of Runs: 5,219

Models by this creator

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cartoonizer

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low-level-img-proc

Instruction-tuned Stable Diffusion for Low-level Image Processing (Fine-tuned) This pipeline is an 'instruction-tuned' version of Stable Diffusion (v1.5). It was fine-tuned from the existing InstructPix2Pix checkpoints. Pipeline description Motivation behind this pipeline partly comes from FLAN and partly comes from InstructPix2Pix. The main idea is to first create an instruction prompted dataset (as described in our blog) and then conduct InstructPix2Pix style training. The end objective is to make Stable Diffusion better at following specific instructions that entail image transformation related operations. Follow this post to know more. Training procedure and results Training was conducted on instruction-tuning-sd/low-level-image-proc dataset. Refer to [this repository](https://github.com/huggingface/instruction-tuned-sd to know more. The training logs can be found here. Here are some results dervied from the pipeline: Intended uses & limitations You can use the pipeline for performing low-level image processing with an input image and an input prompt. How to use Here is how to use this model: For notes on limitations, misuse, malicious use, out-of-scope use, please refer to the model card here. Citation FLAN InstructPix2Pix Instruction-tuning for Stable Diffusion blog

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788

Huggingface

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scratch-cartoonizer

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389

Huggingface

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scratch-low-level-img-proc

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53

Huggingface

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