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minhtoan/gpt3-small-finetune-cnndaily-news

sourceHugging Faceupdated 3y agoView on Hugging Face

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GPT-3 small

Pretrained GPT-3 small, continuing the development of GPT NEO, with architecture that purposefully mimics that of GPT-3, model was trained on CNN Daily Mail News dataset for text generation.

How to use the model

~~~~ from transformers import GPT2Tokenizer, GPTNeoForCausalLM

tokenizer = GPT2Tokenizer.frompretrained('minhtoan/gpt3-small-finetune-cnndaily-news') model = GPTNeoForCausalLM.frompretrained('minhtoan/gpt3-small-finetune-cnndaily-news')

text = "Ever noticed how plane seats appear to be getting smaller and smaller? " inputids = tokenizer.encode(text, returntensors='pt') max_length = 150

sampleoutputs = model.generate(inputids, dosample=True, maxlength=max_length,temperature = 0.8)

for i, sampleoutput in enumerate(sampleoutputs): print(">> Generated text {}\n\n{}".format(i+1, tokenizer.decode(sample_output.tolist()))) print('\n---') ~~~~

Author

Phan Minh Toan