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ToonFusion 3D - LCM Edition

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🔎 What is LCM and how does it work?

LCM stands for Latent Consistency Model, which is a novel technique for accelerating text-to-image generation tasks. LCM are distilled from pre-trained latent diffusion models (LDM), which are powerful generative models that can produce high-quality images from text prompts. LCM learn to mimic the behavior of LDM, but with much fewer inference steps and lower computational cost. LCM achieve this by using a latent consistency loss, which ensures that the latent codes of LCM are close to those of LDM at each step. LCM also use a LoRA distillation method, which reduces the memory consumption and improves the image quality.

Recommended Parameters:

  • VAE: vae-ft-mse-840000-ema-pruned.ckpt

  • Sampling Method: Euler a | Kindly avoid using other samplers, as results may not meet expectations. After extensive testing, Euler a Sampler stands out as the optimal choice. However, if you're still inclined to experiment, consider giving this one a shot.

  • Sampling Steps: 4➡️16 | Initiate with 4 for a safe start, progressing to 10.

  • CFG Scale: 1➡️2 | A cautious starting point is 1.

  • Clip Skip: 2

  • Upscaler: 4x-UltraSharp➡️R-ESRGAN 4x+

  • Hires Steps: 2➡️8

  • Denoising Strength: 0.1➡️0.3

Join our vibrant community to share your experiences, insights, and have an enjoyable time with fellow enthusiasts! 😊

🔗 Discord: https://discord.gg/QQKd7bu97P

User Guide: While I am here to assist you in creating visually stunning content, it is essential to note that I cannot be held responsible for any content that violates the law or community guidelines 🚫. Let's collaboratively unleash creativity while maintaining compliance with the rules 🎨📜

Version Detail

SD 1.5
📝 Please Note: As this model is still under development, you may encounter occasional imperfections or inconsistencies in the generated images. We are continuously working on addressing these issues and improving the model's performance. 🤝 Feedback and Contribution: We welcome your feedback and suggestions as we strive to refine this model. Please share your experiences and provide any insights that could help us enhance its capabilities.

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  • Use in Tensor / 吐司 Online

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  • Sell generated images

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