eaglelandsonce commited on
Commit
cf040cd
·
verified ·
1 Parent(s): 724b164

Update pages/19_RNN_LSTM_Shakespeare.py

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  1. pages/19_RNN_LSTM_Shakespeare.py +2 -2
pages/19_RNN_LSTM_Shakespeare.py CHANGED
@@ -22,7 +22,7 @@ class LSTMModel(nn.Module):
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  def generate_text(model, start_str, length, char_to_int, int_to_char, num_layers, hidden_size):
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  model.eval()
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  input_seq = [char_to_int[c] for c in start_str]
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- input_seq = torch.tensor(input_seq, dtype=torch.float32).unsqueeze(0).unsqueeze(-1)
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  h = (torch.zeros(num_layers, 1, hidden_size), torch.zeros(num_layers, 1, hidden_size))
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  generated_text = start_str
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@@ -110,4 +110,4 @@ if st.button("Train and Generate"):
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  # Text generation
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  generated_text = generate_text(model, start_string, generate_length, char_to_int, int_to_char, num_layers, hidden_size)
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  st.subheader("Generated Text")
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- st.write(generated_text)
 
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  def generate_text(model, start_str, length, char_to_int, int_to_char, num_layers, hidden_size):
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  model.eval()
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  input_seq = [char_to_int[c] for c in start_str]
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+ input_seq = torch.tensor(input_seq, dtype=torch.float32).unsqueeze(0).unsqueeze(-1) # Shape: (1, seq_length, 1)
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  h = (torch.zeros(num_layers, 1, hidden_size), torch.zeros(num_layers, 1, hidden_size))
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  generated_text = start_str
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  # Text generation
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  generated_text = generate_text(model, start_string, generate_length, char_to_int, int_to_char, num_layers, hidden_size)
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  st.subheader("Generated Text")
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+ st.write(generated_text)