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Diffusion models have made incredible strides in text-to-image generation, but they still struggle with dense, complex prompts that involve multiple objects, detailed attributes, and intricate relationships. Enter ELLA - the Efficient Large Language Model Adapter that's poised to revolutionize how diffusion models handle sophisticated prompts. This ingenious adapter equips text-to-image models with the power of large language models, without the need to train either the U-Net or the language model itself. In this video, I dive into using ELLA in ComfyUI, and explore how it tackles the limitations of current text encoders like CLIP. Prepare to be amazed as Ishowcase the superior performance of ELLA compared to CLIP conditioning, unlocking a new level of sophistication in text-to-image generation. If you've ever struggled to craft the perfect prompt, this video is a must-watch! (* oops! Was playing with scheduling in the video and so forgot to switch back to sgm unfiform, but it really doesn’t make much difference. It also turns out they are no longer going to release the SDXL weights.) However! For SDXL, check this video out! Pixart Sigma - Like ELLA but for SDXL+ Resolutions in ComfyUI! • Pixart Sigma - Low VRAM & SDXL+ Resolution... Want to support the channel? / nerdyrodent Links: https://ella-diffusion.github.io/ https://github.com/TencentQQGYLab/ELLA https://github.com/ExponentialML/Comf... https://huggingface.co/QQGYLab/ELLA/b... https://huggingface.co/google/flan-t5... https://huggingface.co/Kijai/flan-t5-... See also: https://github.com/TencentQQGYLab/Com... == More Stable Diffusion Related Stuff! == Installing Anaconda for MS Windows Beginners - • Anaconda - Python Installation made Easy! ... Installing ComfyUI - • How to Install ComfyUI Properly - Avoid Po... ComfyUI Workflow Creation Essentials For Beginners - • ComfyUI Workflow Creation Essentials For B... Faster Stable Diffusions with the LCM LoRA - • LCM LoRA = Speedy Stable Diffusion! Make an Animated, Talking Avatar - • Create your own animated AI generated avat... One Image Gets You a Consistent Character in ANY pose - • Reposer = Consistent Stable Diffusion Gene...