I’m a newb and I’m trying to alter responses of a basic chatbot based on gpt-neo-1.3B and a training file. My train.txt seems to have no effect on this script’s output. Would you please give me an example of a way to alter the output w/ a training file?
Thanks very much.
from transformers import pipeline
from happytransformer import HappyGeneration
from happytransformer import GENSettings
from happytransformer import GENTrainArgs
if len(sys.argv) > 1:
prompt = sys.argv
print(“== HAPPY GENERATOR ==\n”)
happy_gen = HappyGeneration(“GPT-NEO”, “EleutherAI/gpt-neo-1.3B”)
args = GENTrainArgs(num_train_epochs=1) happy_gen.train("train.txt", args=args) args = GENSettings(no_repeat_ngram_size=2, do_sample=True, early_stopping=False, top_k=50, temperature=0.7) print("RESULT: \n") result = happy_gen.generate_text(prompt) #print(result) print(result.text)
This is a discussion between a [human] and a [robot].
The [robot] is very nice and empathetic.
[human]: Hello nice to meet you.
[robot]: Nice to meet you too.
[human]: How is it going today?
[robot]: Not so bad, thank you! How about you?
[human]: I am ok, but I am a bit sad…
[robot]: Oh? Why that?
[human]: I broke up with my girlfriend…