remove scheduler

app.py

@@ -3,7 +3,6 @@ import gradio as gr
 from diffusers import StableDiffusionImg2ImgPipeline
 from diffusers import DDIMScheduler,EulerDiscreteScheduler,EulerAncestralDiscreteScheduler,UniPCMultistepScheduler
 from diffusers import  KDPM2DiscreteScheduler,KDPM2AncestralDiscreteScheduler,PNDMScheduler
-from diffusers import DPMSolverMultistepScheduler
 import random
 
 
@@ -41,8 +40,6 @@ def set_pipeline(model_id_repo,scheduler):
         "DPM2 Karras": KDPM2DiscreteScheduler,
         "DPM2 a Karras": KDPM2AncestralDiscreteScheduler,
         "PNDM": PNDMScheduler,
-        "DPM++ 2M Karras": DPMSolverMultistepScheduler,
-        "DPM++ 2M SDE Karras": DPMSolverMultistepScheduler,
     }
 
     sampler_name = scheduler  # Example sampler name, replace with the actual value
@@ -115,7 +112,7 @@ with block as image_gen:
                 run_btn = gr.Button("image generation", elem_id="select_btn", variant="primary")
                 with gr.Accordion(label="Advance Options",open=False):
                     model_selection = gr.Dropdown(choices=["runwayml","Realistic_Vision_V5_1_noVAE"],value="Realistic_Vision_V5_1_noVAE",label="Models")
-                    schduler_selection = gr.Dropdown(choices=["DDIM","Euler","Euler a","UniPC","DPM2 Karras","DPM2 a Karras","PNDM","DPM++ 2M Karras","DPM++ 2M SDE Karras"],value="Euler a",label="Scheduler")
+                    schduler_selection = gr.Dropdown(choices=["DDIM","Euler","Euler a","UniPC","DPM2 Karras","DPM2 a Karras","PNDM"],value="Euler a",label="Scheduler")
                     strength_slider = gr.Slider(label="strength", minimum=0, maximum=1, value=0.8, step=0.05)
                     guidance_scale_slider = gr.Slider(label="guidance_scale", minimum=0, maximum=15, value=7.5, step=0.5)
                     num_images_per_prompt_slider = gr.Slider(label="num_images_per_prompt", minimum=0, maximum=5, value=1, step=1)