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.

Project Permissions

    Use Permissions

  • Use in Tensor / 吐司 Online

  • Use without crediting me

  • Share merges of this model

  • Use different permissions on merges

    Commercial Use

  • Sell generated images

  • Use on generation services

  • Sell this model or merges


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