Bernoulli版本Q3_K_L (ID: 764918)

hey ....if it's result better than flux dev comeback and give me like ,,, and show me your arts !

advice :choose the model which has size of your gpu , you will not lose that much quality

about prompt : big prompt need big t5 model which mean more time

from my experience this model has perfect result with less tokens(words)

if you use another models beside this "ipadapter , controlnet , etc ,, go with small size models ) it will not affect result

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║...ＧＧＵＦ THE BEST CHOICE FOR.. ║

║.......LOW GPU AND CPU USERS....... ║

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?️ Setting Up GGUF Support:

-FOR ComfyUI"

• for adavance workflow

-FOR WebUI Forge is installed and properly set up.

https://civitai.com/articles/6715

⚙️ Key Features of this Model:

1. Advanced Merge Methods:

   • Uses techniques like weighted sum, interpolation, and selective update to deliver efficient and high-quality outputs.

2. Layer Importance Optimization:

   • Early layers are optimized for speed, while the later layers are designed to enhance image quality.

3. Dynamic Tensor Resizing:

   • Ensures seamless compatibility between different model tensors, making your setup flexible and robust.

   ****NF4 version****

? Conclusion:

This merged model offers a balanced solution for AI-driven image generation, emphasizing both speed and quality. Whether you're processing single images or large batches, it delivers high-quality visuals efficiently.

描述:

best of 3th generation

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