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A beginner's guide to the Hidream-E1 model by Prunaai on Replicate

This is a simplified guide to an AI model called Hidream-E1 maintained by Prunaai. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Model Overview

hidream-e1 is an optimized image editing model built on the foundation of HiDream-I1, accelerated using the pruna optimization engine. Created by prunaai, this model fits into a broader ecosystem of optimized solutions including hidream-l1-full, hidream-l1-dev, and hidream-l1-fast.

Model Inputs and Outputs

The model processes images with text instructions to perform targeted edits. It leverages the Llama 3.1 8B Instruct model for instruction refinement and includes a balance mechanism between editing and refinement stages through a refine_strength parameter.

Inputs

  • Image: Input image to edit (768x768 resolution)
  • Prompt: Text instruction for editing
  • Guidance Scale: Controls the editing intensity (0-10)
  • Image Guidance Scale: Balances original image influence (0-10)
  • Inference Steps: Number of processing steps (default 28)
  • Speed Mode: Choice between consistency and speed optimization

Outputs

  • Edited Image: Modified image in specified format (PNG, JPG, or WebP)
  • Quality Control: Adjustable output quality for JPG and WebP formats

Capabilities

The model excels in various image editi...

Click here to read the full guide to Hidream-E1

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