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ComfyDeploy: How comfyui-Image-reward works in ComfyUI?

What is comfyui-Image-reward?

[a/ImageReward](https://github.com/THUDM/ImageReward): Human preference learning in text-to-image generation. This is a [a/paper](https://arxiv.org/abs/2304.05977) from NeurIPS 2023

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for comfyui-Image-reward and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

comfyui-Image-reward

1711282071529 1711282130123

workflow example

Collaborate with mixlab-nodes to convert the workflow into an app.

配合mixlab-nodes，把workflow转为app使用。

ImageReward

image

Human preference learning in text-to-image generation. This is a paper for NeurIPS 2023, trained using the professional large-scale dataset ImageRewardDB: approximately 137,000 comparison pairs.

文本到图像生成中的人类偏好学习。这是NeurIPS 2023的一篇论文，训练使用专业的大规模数据集ImageRewardDB：约13.7万个⽐较pairs。

install

requirement.txt

models

ImageReward 放到 ComfyUI/models/image_reward/ImageReward.pt ComfyUI/models/image_reward/med_config.json

bert-base-uncased 放到 ComfyUI/models/image_reward/bert-base-uncased/