<h2 id="heading-354">LCM-LoRA - Acceleration Module!</h2> Tested with ComfyUI, although I hear it's working with Auto1111 now! Step 1) Download LoRAStep 2) Add LoRA alongside any SDXL Model (or 1.5 model, if using the SD 1.5 version)Step 3) Set CFG to ~1.5 and Steps to 3Step 4) Generate images in ~&lt;1 second (instantaneously on a 4090)Basic LCM Comfy workflow attached as "Training Images" in zip format.Read more about the concept here; <a target="_blank" rel="ugc" href="https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf">https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf</a>Original HF link - SDXL; <a target="_blank" rel="ugc" href="https://huggingface.co/latent-consistency/lcm-lora-sdxl/tree/main">https://huggingface.co/latent-consistency/lcm-lora-sdxl/tree/main</a>Original HF link - SD 1.5; <a target="_blank" rel="ugc" href="https://huggingface.co/latent-consistency/lcm-lora-sdv1-5">https://huggingface.co/latent-consistency/lcm-lora-sdv1-5</a>

LCM-LoRA Weights - Stable Diffusion Acceleration Module

LCM_LoRA_Weights_SD15.safetensors

LCM for SD 1.5

LCM for SDXL (Latest)

LCM for SDXL

LCM LoRA Weights for use with SD 1.5

<h2 id="heading-354">LCM-LoRA - Acceleration Module</h2> Step 1) Download LoRAStep 2) Add LoRA alongside any SDXL Model (or 1.5 model, if using the SD 1.5 version)Step 3) Set CFG to ~1.5 and Steps to 3Step 4) Generate images in ~&lt;1 second (instantaneously on a 4090)Basic LCM Comfy workflow attached as "Training Images" in zip format.Read more about the concept here; <a target="_blank" rel="ugc" href="https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf">https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf</a>Original HF link - SDXL; <a target="_blank" rel="ugc" href="https://huggingface.co/latent-consistency/lcm-lora-sdxl/tree/main">https://huggingface.co/latent-consistency/lcm-lora-sdxl/tree/main</a>Original HF link - SD 1.5; <a target="_blank" rel="ugc" href="https://huggingface.co/latent-consistency/lcm-lora-sdv1-5">https://huggingface.co/latent-consistency/lcm-lora-sdv1-5</a>

LCM-LoRA

This is a Lora- Yet it affects the whole generation. Stable Difussion / ComfyUI / Runpod usable Ideal Settings for Fast Generation: there's no best sampler as it's a different style. Combinable with other well-trained LoRas Sampler: LCM (ComfyUI only, as of now, November 15, 2023) Steps: 4 CFG: 2 Scheduler: Karras (For ComfyUI)Sampler: DPM SDE ++ KarrasSteps: 4 CFG: 2 Scheduler: Karras (For ComfyUI) Sampler: Euler A Steps: 4 CFG: 1.3 - 2 (Alters style, try what you prefer)Scheduler: Normal (For ComfyUI)

pytorch_lora_weights(1).safetensors

v1.0

AnimateLCM_sd15_t2v_lora

AnimateLCM_sd15_t2v_lora.safetensors

AnimateLCM Lora

 lcm-lora-sdv1-5

lcm-lora-sdv1-5.safetensors

Latent Consistency Model (LCM) LoRAUse it with any 1.5 model and you will see how your renders fly.CFG 1-2Steps 3-6...and yes, I'm not crazy.It still does not work well with all Samplers, I recommend DPM++ SDE Karras that you implement the sampler designed for this system.Thanks to <a target="_blank" rel="noopener noreferrer nofollow" href="https://**********/u/654370394173607852">Raivshard</a> for this note: for hi-res fix, do not use LCM at full strength, or results will be dirty and grainy. I've found better results overall from using LCM at 0.5 strength or lower.

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