Update README.md

README.md

@@ -9,9 +9,9 @@ widget:
 - text: "Our plush and luxurious Emmett modular sofa brings custom comfort to your living space."
 ---
 
-## HomeGPT2
+## GPT2-Home
 
-This model is fine-tuned using GPT-2 on amazon products metadata. 
+This model is fine-tuned using GPT-2 on amazon home products metadata. 
 It can generate descriptions for your **home** products by getting a text prompt.
 
 ### Model description
@@ -19,10 +19,13 @@ It can generate descriptions for your **home** products by getting a text prompt
 
 [GPT-2](https://openai.com/blog/better-language-models/) is a large [transformer](https://arxiv.org/abs/1706.03762)-based language model with 1.5 billion parameters, trained on a dataset of 8 million web pages. GPT-2 is trained with a simple objective: predict the next word, given all of the previous words within some text. The diversity of the dataset causes this simple goal to contain naturally occurring demonstrations of many tasks across diverse domains. GPT-2 is a direct scale-up of GPT, with more than 10X the parameters and trained on more than 10X the amount of data.
 
+### Live Demo
+For testing model with special configuration, please visit [Demo](https://huggingface.co/spaces/HamidRezaAttar/gpt2-home)
+
 ### How to use
-For best experience and clean outputs, please use the notebook mentioned in my [GitHub](https://github.com/HamidRezaAttar/gpt-2-home-product-description-generation)
+For best experience and clean outputs, you can use Live Demo mentioned above, also you can use the notebook mentioned in my [GitHub](https://github.com/HamidRezaAttar/GPT2-Home)
 
-Also, you can use this model directly with a pipeline for text generation.
+You can use this model directly with a pipeline for text generation.
 ```python
 >>> from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
 >>> tokenizer = AutoTokenizer.from_pretrained("HamidRezaAttar/gpt2-product-description-generator")
@@ -33,12 +36,12 @@ Also, you can use this model directly with a pipeline for text generation.
 
 ### Citation info
 ```bibtex
-@misc{HomeGPT2,
+@misc{GPT2-Home,
   author = {HamidReza Fatollah Zadeh Attar},
-  title = {HomeGPT2 the English product description generator},
+  title = {GPT2-Home the English home product description generator},
   year = {2021},
   publisher = {GitHub},
   journal = {GitHub repository},
-  howpublished = {\url{https://github.com/HamidRezaAttar/gpt-2-home-product-description-generation}},
+  howpublished = {\url{https://github.com/HamidRezaAttar/GPT2-Home}},
 }
 ```