混元视频炼丹炉,一致性视频LoRA
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diffusion-pipe简介
近期文章中多次介绍到最新腾讯混元视频模型。同时混元视频社区已支持视频LORA的训练,这也是不仅是一致性和可空性解决方案,也是视频题材数据集丰富的重要方式之一。当前相对成熟的视频LORA训练方案是diffusion-pipe。这是一个可以用于扩散模型的并行训练脚本。目前支持 Flux、LTX-Video 和 HunyuanVideo。当然目前社区使用它最多的还是因为腾讯混元视频LORA训练。
当前diffusion-pipe还不支持Window部署安装,对于Window用户建议使用WSL 2部署,同时建议新开启Conda等虚拟环境部署,独立隔离环境测试。关于详细的部署方案,请参见部署文档:https://civitai.com/articles/9798/training-a-lora-for-hunyuan-video-on-windows
在部署时候需要注意,需要使用 @kijai大佬发布模型 配置对应训练配置LLM参数,可以与ComfyUI工作流共享路径。当前训练大约需要24G显存,可以基于图片或者切分视频数据集训练。需要根据数据集数量、重复次数、周期数设置对应配置参数,这需要来自个人训练经验,欢迎大家更多心得交流。
• Github:https://github.com/tdrussell/diffusion-pipe • HunyuanVideo_comfy:https://huggingface.co/Kijai/HunyuanVideo_comfy/tree/main • llava-llama-3-8b-text-encoder-tokenizer:https://huggingface.co/Kijai/llava-llama-3-8b-text-encoder-tokenizer/tree/main • clip-vit-large-patch14:https://huggingface.co/openai/clip-vit-large-patch14/tree/main
针对本地显存不足同学,可以使用笔者在云端部署的镜像训练。具体训练指南请参加对应镜像操作指南文档。
• 仙宫云混元视频LORA训练丹炉:https://www.yuque.com/yuqueyonghuwhsczq/isrggf/xg7cw0ic1irct3go?singleDoc# • 晨羽智云混元视频LORA训练丹炉:https://www.yuque.com/yuqueyonghuwhsczq/isrggf/edb1qdbfe8ugft7u?singleDoc
混元视频LORA ComfyUI体验
下面采用LIBLIBAI平台最新训练的混元视频LORA体验,具体本地LORA使用工作流部署参见之前的文章:[ComfyUI]腾讯混元视频:开源LORA生态来啦!视频人物一致性&运镜可控性里程碑,支持NSFW
混元视频LORA可LIBLIBAI平台获取:
• 混元视频LORA:https://www.liblib.art/modelinfo/2f4a59b8eaf643d580f421c8c78f3d93?versionUuid=3c17059e7b994165a47abedbd3524e7f • 在线混元视频工作流:https://www.liblib.art/modelinfo/2f4a59b8eaf643d580f421c8c78f3d93?versionUuid=3c17059e7b994165a47abedbd3524e7f
01.舞蹈
pl, LiMuwan, The video is a portrait of a young Asian LiMuwan. Her hair is dark brown and she has a tiara on her head. She is wearing a light purple dress with a sweetheart neckline. The dress is strapless and she is wearing long, dangling earrings. Over her dress is a light pink fur coat that is draped over her shoulders. There is a shadow casted on the wall behind the LiMuwan., LiMuwan moves his body in a slow dance
02.皇冠
pl, LiMuwan, side vciew face, A LiMuwan is wearing a red robe with gold embroidery on it. She has a gold crown on top of her head. There is a red lantern hanging behind her., LiMuwan Walking back and forth as if waiting for someone
03.独自哀伤
pl, LiMuwan, A LiMuwan is wearing a white dress. There is a blue belt around her waist. The LiMuwan has long dark hair and a crown on top of her head. There are flowers coming off of a tree behind her., LiMuwan Looking up at the sky, the flowers were blown to the ground by the wind, crying independently
混元视频模型:关注公众号口令【混元视频模型】下获取
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