korean-gpt-neox-125M

korean-gpt-neox-125M

Model Details

Model Description

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• Developed by: cateto
• Model type: gpt-neox
• Language(s) (NLP): Korean

Uses

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Direct Use

# Import the transformers library
from transformers import AutoModelForCausalLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("cateto/korean-gpt-neox-125M")

model = AutoModelForCausalLM.from_pretrained("cateto/korean-gpt-neox-125M")

# Get user input
user_input = "우리는 앞으로 더나은 미래를"

# Encode the prompt using the tokenizer
input_ids = tokenizer.encode(user_input, return_tensors="pt")

# Generate chatbot output using the model
output_ids = model.generate(
    input_ids,
    num_beams=4,
    repetition_penalty=1.5,
    no_repeat_ngram_size=3
)

# Decode chatbot output ids as text
bot_output = tokenizer.decode(output_ids.tolist()[0], skip_special_tokens=True)

# Print chatbot output
print(f"출력 ## ", bot_output)

# 출력 ##  우리는 앞으로 더나은 미래를 향해 나아갈 수 있다.