File size: 1,187 Bytes
f7813f0 ecaa6c5 f7813f0 ecaa6c5 f7813f0 ecaa6c5 f7813f0 dd03977 f7813f0 23efd80 f7813f0 dd03977 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 |
import csv
# Replace 'input.txt' with the path to your input text file
input_file = 'works.txt'
# Replace 'output.csv' with the desired output CSV file path
output_file = 'train.csv'
# Read the text file and split it into paragraphs
with open(input_file, 'r', encoding='utf-8') as file:
paragraphs = file.read().split('\n\n') # Adjust the split pattern based on your paragraph format
# Create a CSV writer and write the combined paragraphs into the CSV file with 'text' as the column header
with open(output_file, 'w', newline='', encoding='utf-8') as csvfile:
fieldnames = ['text']
csv_writer = csv.writer(csvfile)
csv_writer.writerow(fieldnames)
# Use a loop to combine prompt and continuation in the same column with appropriate tags
for i in range(len(paragraphs)):
prompt = '###Human:' + ' '.join(paragraphs[i:i + 2]) # Combine two paragraphs for the prompt
continuation = '###Assistant:' + ' '.join(paragraphs[i + 2:i + 7]) # Combine five paragraphs for the continuation
# Combine the prompt and continuation in the same column and write to the CSV
csv_writer.writerow([prompt.strip() + ' ' + continuation.strip()])
|