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Update README.md
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README.md
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@@ -23,14 +23,6 @@ pip install --upgrade transformers
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```
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```python
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# download DistilGPT2 Stable Diffusion if haven't already
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import os
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if not os.path.exists('./distil-sd-gpt2.pt'):
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import urllib.request
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print('Downloading model...')
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urllib.request.urlretrieve('https://huggingface.co/FredZhang7/distilgpt2-stable-diffusion/resolve/main/distil-sd-gpt2.pt', './distil-sd-gpt2.pt')
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print('Model downloaded.')
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from transformers import GPT2Tokenizer, GPT2LMHeadModel
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# load the pretrained tokenizer
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# load the fine-tuned model
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import torch
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model = GPT2LMHeadModel.from_pretrained('distilgpt2')
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model.load_state_dict(torch.load('distil-sd-gpt2.pt'))
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# generate text using fine-tuned model
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from transformers import pipeline
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```
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```python
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from transformers import GPT2Tokenizer, GPT2LMHeadModel
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# load the pretrained tokenizer
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# load the fine-tuned model
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import torch
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model = GPT2LMHeadModel.from_pretrained('FredZhang7/distilgpt2-stable-diffusion')
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# generate text using fine-tuned model
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from transformers import pipeline
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