Your appreciation for the work accomplished so far is truly important to us. Taking a moment to share your feedback will significantly contribute to shaping the future improvements of this model.🔎 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:<ul><li>VAE: vae-ft-mse-840000-ema-pruned.ckpt</li><li>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.</li><li>Sampling Steps: 4➡️16 | Initiate with 4 for a safe start, progressing to 10.</li><li>CFG Scale: 1➡️2 | A cautious starting point is 1.</li><li>Clip Skip: 2</li><li>Upscaler: 4x-UltraSharp➡️R-ESRGAN 4x+</li><li>Hires Steps: 2➡️8</li><li>Denoising Strength: 0.1➡️0.3</li></ul>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 🎨📜

ToonFusion 3D - LCM Edition

📝 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.

Files with SHA256: 37a4bf19a2c257c7e468a0406eef276d8cc5edd622cbbe226ff6a48d6a5dd206