Saving a Gensim TF-IDF model as a pickle file

import pickle
from gensim import corpora, models

# Example TF-IDF model
tfidf_model = models.TfidfModel()

# Save TF-IDF model as a pickle file
with open('tfidf_model.pkl', 'wb') as f:
    pickle.dump(tfidf_model, f)

print("TF-IDF model saved.")

After running the above code, you will have a pickle file named 'tfidf_model.pkl' containing the serialized TF-IDF model. To load the model from the pickle file, you can use the pickle.load() function.

import pickle

# Load TF-IDF model from pickle file
with open('tfidf_model.pkl', 'rb') as f:
    loaded_tfidf_model = pickle.load(f)

print("TF-IDF model loaded.")