Create README.md

README.md

@@ -0,0 +1,50 @@
+---
+language: en
+tags:
+- en
+- english
+- gpt2
+- gpt3
+- text-generation
+- lm
+- nlp
+datasets:
+- cnn_dailymail
+widget:
+- text: "Ever noticed how plane seats appear to be getting smaller and smaller? "
+
+inference:
+  parameters:
+    max_length: 120
+    do_sample: True
+    temperature: 1.0
+---
+
+# GPT-3 small
+
+Pretrained GPT-3 small, it's architecture intentionally resembles 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.from_pretrained('gpt3-small-finetune-cnndaily-news-news')
+model = GPTNeoForCausalLM.from_pretrained('gpt3-small-finetune-cnndaily-news-news')
+
+text = "Ever noticed how plane seats appear to be getting smaller and smaller? "
+input_ids = tokenizer.encode(text, return_tensors='pt')
+max_length = 150
+
+sample_outputs = model.generate(input_ids, do_sample=True, max_length=max_length)
+
+for i, sample_output in enumerate(sample_outputs):
+    print(">> Generated text {}\n\n{}".format(i+1, tokenizer.decode(sample_output.tolist())))
+    print('\n---')
+~~~~
+
+
+## Author
+`
+Phan Minh Toan 
+`