如何调用checkpoint文件,测试训练效果?
时间: 2023-06-02 09:06:32 浏览: 86
tensorflow训练好的模型怎么调用[总结].pdf
可以使用以下代码调用checkpoint文件,测试训练效果:
```
from transformers import GPT2LMHeadModel, GPT2Tokenizer
# Load pre-trained model and tokenizer
tokenizer = GPT2Tokenizer.from_pretrained('model_checkpoint_directory')
model = GPT2LMHeadModel.from_pretrained('model_checkpoint_directory')
# Choose a prompt for generation
prompt = "Hello, how are you today?"
# Encode the prompt
input_ids = tokenizer.encode(prompt, return_tensors='pt')
# Generate text using the model
generated_text = model.generate(
input_ids=input_ids,
max_length=50,
top_k=0,
top_p=0.9,
temperature=0.8
)
# Decode the generated text
decoded_text = tokenizer.decode(generated_text[0], skip_special_tokens=True)
print(decoded_text)
```
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