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元影智能工作室 by AiARTiST

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Introduction to REDiDream Pro

HiDream-I1 是一个拥有170亿参数的开源图像生成基础模型，以秒级的速度实现业界领先的图像生成质量。REDiDream Pro是一个基于 HiDream-I1 full 版本开发的高效图像生成模型，通过额外训练和基于 DEV / FAST 版本的优化，显著提升了生成效率和稳定性。

HiDream-I1 is an open-source image generative foundation model with 17 billion parameters, achieving state-of-the-art image generation quality in seconds.

REDiDream Pro is an efficient image generation model developed based on the HiDream-I1 full version, optimized through the DEV / FAST version and additional training to significantly improve generation efficiency and stability.

以下是其主要特性和功能的介绍：

主要特性 | Key Features

高效生成 | Efficient Generation
REDiDream Pro在 HiDream-I1 full 基础上优化，生成速度介于 dev 和 fast 版本之间，推荐推理步数为 15 步。
Optimized from HiDream-I1 full, with generation speed between dev and fast versions,

recommended inference steps: 15.

稳定性提升 | Enhanced Stability
通过 DEV FAST 版本优化，REDiDream 提供更稳定的图像生成性能。
Optimized via the DEV FAST version, REDiDream offers more stable image generation performance.

开源与灵活性 | Open Source and Flexibility
继承 HiDream-I1 的 MIT 许可证，不限制用户进一步修改和分发。
Inherits HiDream-I1’s MIT license, allowing users to freely modify and distribute without restrictions.

商业友好 | Commercial-Friendly
生成图像可自由用于个人项目、科学研究和商业应用，符合 HiDream-I1 的许可条款。
Generated images can be freely used for personal projects, scientific research, and commercial applications, compliant with HiDream-I1’s license terms.

由于模型参数量巨大，并且匹配目前最全的4TE层进行文本编码，所以适当调整模型Shift偏移，可以获得更多的风格特征。

ComfyUI 支持 | ComfyUI Support

原生支持 | Native Support
REDiDream 提供对 ComfyUI 3.30 版本的原生支持，所有例图均通过此版本生成。
REDiDream provides native support for ComfyUI version 3.30, with all example images generated using this version.

训练环境 | Training Environment
REDiDream Pro 由 L40s 48G 硬件训练，并通过 ComfyUI 制作完成。
REDiDream Pro was trained on L40s 48G hardware and developed using ComfyUI.

性能需求 | Performance Requirements

硬件需求 | Hardware Requirements
REDiDream Pro 的性能需求与 HiDream-I1 dev 版本相当，适合高效推理。
REDiDream Pro’s performance requirements are comparable to HiDream-I1 dev, suitable for efficient inference.

生成速度 | Generation Speed
生成速度介于 HiDream-I1 dev 和 fast 版本之间，优化了效率与质量的平衡。
Generation speed falls between HiDream-I1 dev and fast versions, balancing efficiency and quality.

许可协议 | License Agreement

模型许可 | Model License
Transformer模型采用MIT许可证。变分自编码器（VAE）来自FLUX.1 [schnell]，文本编码器来自google/t5-v1_1-xxl和meta-llama/Meta-Llama-3.1-8B-Instruct，需遵守各自的许可条款。

Transformer models are licensed under the MIT License. The VAE is from FLUX.1 [schnell], and text encoders are from google/t5-v1_1-xxl and meta-llama/Meta-Llama-3.1-8B-Instruct, subject to their respective license terms.

使用责任 | Usage Responsibility
用户拥有生成内容的所有权，但需遵守许可协议，不得生成非法、有害或针对弱势群体的内容。
Users own all generated content but must comply with the license agreement, avoiding illegal, harmful, or content targeting vulnerable groups.

REDiDream Pro | 继承许可证
继承 HiDream-I1 的 MIT 许可证，遵守各自的许可条款。
REDiDream inherits HiDream-I1’s MIT License.

致谢 | Acknowledgements

模型来源 | Weights Sources

HiDream-ai/HiDream-I1-Full · Hugging Face

Comfy-Org/HiDream-I1_ComfyUI · Hugging Face

GuangyuanSD/REDiDreamviaHiDreami1Uncensored · Hugging Face

组件来源 | Component Sources
变分自编码器来自FLUX.1 [schnell]（Apache 2.0许可证），文本编码器来自google/t5-v1_1-xxl（Apache 2.0许可证）和meta-llama/Meta-Llama-3.1-8B-Instruct（Llama 3.1社区许可协议）。

The VAE is from FLUX.1 [schnell] (Apache 2.0 license), and text encoders are from google/t5-v1_1-xxl (Apache 2.0 license) and meta-llama/Meta-Llama-3.1-8B-Instruct (Llama 3.1 Community License Agreement).

REDiDream 命名来源：

After going through this journey, we Re-Did-(a)Dream

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