scheduler (FlowMatchEulerDiscreteScheduler) — A scheduler to be used in combination with transformer to denoise the encoded image latents. vae ( AutoencoderKLHunyuanVideo ) — …

3 days ago · A comprehensive tutorial on using Tencent's Hunyuan Video model in ComfyUI for text-to-video generation, including environment setup, model installation, and workflow …

Dec 17, 2024 · In contrast, we utilize a pre-trained Multimodal Large Language Model (MLLM) with a Decoder-Only structure as our text encoder, which has the following advantages: (i) …

Mar 22, 2025 · In this report, we introduce HunyuanVideo, an innovative open-source video foundation model that demonstrates performance in video generation comparable to, or even …

Superior Image-Video-Text Alignment: Utilizing MLLM text encoders that excel in both image and video generation, better following text instructions, capturing details, and performing complex …

Mar 10, 2025 · Hunyuan I2V requires specific models to function optimally. For users seeking a preconfigured environment, cloud platforms like MimicPC offer these models preinstalled, …

hunyuanvideo MLLM Text Encoder. Some previous text-to-video models typically use pretrained CLIP and T5-XXL as text encoders where CLIP uses Transformer Encoder and T5 uses a …

Apr 18, 2025 · This page documents the core video generation pipeline within the ComfyUI-HunyuanVideoWrapper project, detailing how the system transforms inputs (text prompts, …

HunyuanVideo features a comprehensive framework that integrates several key contributions, including data curation, advanced architecture design, progressive model scaling and training, …

The underlying architecture of the Hunyuan video model includes a unified architecture for image and video generation, advanced text encoding through a Multimodal Large Language Model …