can you show the code?
时间: 2023-11-18 11:06:17 浏览: 146
Sure! Here's an example code for ChitGPT:
```
import torch
from transformers import GPT2Tokenizer, GPT2LMHeadModel
class ChitGPT:
def __init__(self):
self.tokenizer = GPT2Tokenizer.from_pretrained('gpt2-medium')
self.model = GPT2LMHeadModel.from_pretrained('gpt2-medium')
self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
self.model.to(self.device)
self.model.eval()
def generate_text(self, prompt):
prompt_ids = self.tokenizer.encode(prompt, return_tensors='pt').to(self.device)
output_sequences = self.model.generate(
input_ids=prompt_ids,
max_length=1024,
temperature=0.7,
do_sample=True,
top_p=0.9,
top_k=0
)
generated_text = self.tokenizer.decode(output_sequences.squeeze(), skip_special_tokens=True)
return generated_text
```
This is a simple implementation of ChitGPT using the GPT-2 model from the Hugging Face Transformers library. The `generate_text` function takes a prompt as input and generates a response using ChitGPT.
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