##Heptagram V2 Preview

About this version

所有演示视频均使用540p，6step生成，如果您使用8step，音频和视频质量会有很高的提升。

Heptagram_v2版本即将发布，代号Entropy。本模型为预览版本，我会在参考社区反馈后决定v2版本的最终形态。

本版本一定程度上修复了画面发脏，以及音频问题。

All demo videos were generated using 540p resolution and 6 steps; opting for 8 steps will significantly improve both audio and video quality.

Heptagram_v2—codenamed "Entropy"—is coming soon. This is a preview version; I will determine the final form of v2 based on community feedback.

This version addresses issues related to "dirty" (noisy/muddled) visuals and audio-related problems.

模型来自许多优秀模型的合并和lora微调，最终整合了Heptagram模型，本模型来自于开源社区，向所有开源制作者致敬。

我的设备性能不高，演示视频均为540p，我也无法本地对模型进行训练，经过微调和合并获得的本模型在我的设备上效果很好，所以我选择把它发布。

步数设置：4-8

shift video：6-16

shift audio：3

sampler：res_multistep

scheduler:simple

整合了taomate与hyperflow的加速lora。

This model is the result of merging several excellent models and applying LoRA fine-tuning; it ultimately incorporates the Heptagram model. Originating from the open-source community, this project pays tribute to all open-source creators.

Due to my hardware limitations, All demo videos are in 540p, and I am unable to perform model training locally. However, since this fine-tuned and merged model performs well on my setup, I decided to release it.

Steps: 4–8

Shift video: 6–16

Shift audio: 3

Sampler: res_multistep

Scheduler: simple

Integrates acceleration LoRAs from taomate and hyperflow.