Update README.md

README.md

@@ -37,37 +37,7 @@ Major improvements from v1 are:
 pip install --upgrade transformers
 ```
 
-Faster but less fluent generation:
-
-```python
-from transformers import GPT2Tokenizer, GPT2LMHeadModel
-tokenizer = GPT2Tokenizer.from_pretrained('distilgpt2')
-tokenizer.add_special_tokens({'pad_token': '[PAD]'})
-model = GPT2LMHeadModel.from_pretrained('FredZhang7/distilgpt2-stable-diffusion-v2', pad_token_id=tokenizer.eos_token_id)
-
-prompt = r'a cat sitting'
-
-# generate text using fine-tuned model
-from transformers import pipeline
-nlp = pipeline('text-generation', model=model, tokenizer=tokenizer)
-
-# generate 5 samples
-outs = nlp(prompt, max_length=80, num_return_sequences=5)
-
-print('\nInput:\n' + 100 * '-')
-print('\033[96m' + prompt + '\033[0m')
-print('\nOutput:\n' + 100 * '-')
-for i in range(len(outs)):
-    outs[i] = str(outs[i]['generated_text']).replace('  ', '')
-print('\033[92m' + '\n\n'.join(outs) + '\033[0m\n')
-```
-
-Example output:
-![greedy search](./greedy_search.png)
-
-<br>
-
-Slower but more fluent generation:
+Fast, fluent generation:
 
 ```python
 from transformers import GPT2Tokenizer, GPT2LMHeadModel