mirror of
https://github.com/Sygil-Dev/sygil-webui.git
synced 2024-12-14 22:13:41 +03:00
81 lines
2.0 KiB
Python
81 lines
2.0 KiB
Python
import torch
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import sys
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import tkinter as tk
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window = tk.Tk()
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window.title(string="Model Merger")
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tk.Label(text = "Model Merger",font=("Arial",25)).pack()
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tk.Label(text = "GUI by antrobot1234").pack()
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frame1 = tk.Frame()
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frame2 = tk.Frame()
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frame3 = tk.Frame()
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frameSlider = tk.Frame()
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frameButton = tk.Frame()
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tk.Label(frame1,text = "File 1:").pack(side="left")
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file1text = tk.Entry(frame1,width=40)
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file1text.pack(side="left")
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tk.Label(frame2,text = "File 2:").pack(side="left")
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file2text = tk.Entry(frame2,width=40)
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file2text.pack(side="left")
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tk.Label(frame3,text = "File Out:").pack(side="left")
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fileOtext = tk.Entry(frame3,width=38)
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fileOtext.pack(side="left")
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tk.Label(frameSlider,text = "Weight of file 1").pack(side="left")
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scale = tk.Scale(frameSlider,from_=0, to=100,orient="horizontal",tickinterval=10,length=450)
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scale.pack(side="left")
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goButton = tk.Button(frameButton,text="RUN",height=2,width=20,bg="green")
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def merge(file1,file2,out,a):
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alpha = (a)/100
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if not(file1.endswith(".ckpt")):
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file1 += ".ckpt"
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if not(file2.endswith(".ckpt")):
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file2 += ".ckpt"
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if not(out.endswith(".ckpt")):
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out += ".ckpt"
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#Load Models
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model_0 = torch.load(file1)
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model_1 = torch.load(file2)
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theta_0 = model_0['state_dict']
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theta_1 = model_1['state_dict']
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for key in theta_0.keys():
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if 'model' in key and key in theta_1:
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theta_0[key] = (alpha) * theta_0[key] + (1-alpha) * theta_1[key]
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goButton.config(bg="red",text="RUNNING...\n(STAGE 2)")
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window.update()
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for key in theta_1.keys():
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if 'model' in key and key not in theta_0:
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theta_0[key] = theta_1[key]
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torch.save(model_0, out)
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def handleClick(event):
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goButton.config(bg="red",text="RUNNING...\n(STAGE 1)")
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window.update()
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merge(file1text.get(),file2text.get(),fileOtext.get(),scale.get())
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goButton.config(bg="green",text="RUN")
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goButton.pack()
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goButton.bind("<Button-1>",handleClick)
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frame1.pack()
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frame2.pack()
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frame3.pack()
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frameSlider.pack()
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frameButton.pack()
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window.mainloop()
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