Solved by pinocchio in post #3 
              
              
                managed to create my own example! 
import torch
import torch.nn as nn

import copy
from collections import OrderedDict

model = nn.Sequential( OrderedDict( [ ('fc0', nn.Linear(3,1)) ] ) )
#model.fc0.weight = nn.Parameter( torch.randn(3,1) + 3 )
print(model.fc0.weight)
w = model.fc0.weight
for i in r…