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README.md

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+---
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- text: >-
+    Beautiful woman, bubblegum pink, lemon yellow, minty blue, futuristic,
+    high-detail, epic composition, watercolor.
+  output:
+    url: images/sd21_base.png
+base_model: stabilityai/stable-diffusion-2-1-base
+instance_prompt: null
+license: mit
+---
+# TCD-SD21-LoRA
+
+<Gallery />
+
+## Model description 
+
+Official SD21(base) Model of the paper [Trajectory Consistency Distillation](https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;2402.19159). 
+
+For more usage please found at [Project Page](https:&#x2F;&#x2F;huggingface.co&#x2F;h1t&#x2F;TCD-SDXL-LoRA&#x2F;)
+
+Here is a simple example:
+
+&#x60;&#x60;&#x60;python
+import torch
+from diffusers import  StableDiffusionPipeline, TCDScheduler
+
+device &#x3D; &quot;cuda&quot;
+base_model_id &#x3D; &quot;stabilityai&#x2F;stable-diffusion-2-1-base&quot;
+tcd_lora_id &#x3D; &quot;h1t&#x2F;TCD-SD21-base-LoRA&quot;
+
+pipe &#x3D; StableDiffusionPipeline.from_pretrained(base_model_id, torch_dtype&#x3D;torch.float16, variant&#x3D;&quot;fp16&quot;).to(device)
+pipe.scheduler &#x3D; TCDScheduler.from_config(pipe.scheduler.config)
+
+pipe.load_lora_weights(tcd_lora_id)
+pipe.fuse_lora()
+
+prompt &#x3D; &quot;Beautiful woman, bubblegum pink, lemon yellow, minty blue, futuristic, high-detail, epic composition, watercolor.&quot;
+
+image &#x3D; pipe(
+    prompt&#x3D;prompt,
+    num_inference_steps&#x3D;4,
+    guidance_scale&#x3D;0,
+    # Eta (referred to as &#x60;gamma&#x60; in the paper) is used to control the stochasticity in every step.
+    # A value of 0.3 often yields good results.
+    # We recommend using a higher eta when increasing the number of inference steps.
+    eta&#x3D;0.3, 
+    generator&#x3D;torch.Generator(device&#x3D;device).manual_seed(0),
+).images[0]
+
+&#x60;&#x60;&#x60;
+![sd21_base.png](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;630b77f68b327c7b8b98c409&#x2F;ifzBOlPA7E4IKkysMpelC.png)
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/h1t/TCD-SD21-base-LoRA/tree/main) them in the Files & versions tab.