Update README.md

README.md

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 # Simply make AI models faster, cheaper, smaller, greener!
 
+[Pruna AI](https://www.pruna.ai/) makes AI models faster, cheaper, smaller, greener with the `pruna` package.
+- It supports **various models including CV, NLP, audio, graphs for predictive and generative AI**.
+- It supports **various hardware including GPU, CPU, Edge**.
+- It supports **various compression algortihms including quantization, pruning, distillation, caching, recovery, compilation** that can be **combined together**.
+- You can either **play on your own** with smash/compression configurations or **let the smashing/compressing agent** find the optimal configuration **[Pro]**.
+- You can **evaluate reliable quality and efficiency metrics** of your base vs smashed/compressed models.
+You can set it up in minutes and compress your first models in few lines of code!
+
+
+You can smash your own models by installing pruna with: 
+```
+pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
+```
+For more details about installation and tutorials, you can check the [Pruna AI documentation](https://docs.pruna.ai/en/latest/setup/pip.html).
+
+Join the Pruna AI community!
 [![Twitter](https://img.shields.io/twitter/follow/PrunaAI?style=social)](https://twitter.com/PrunaAI)
 [![GitHub](https://img.shields.io/github/followers/PrunaAI?label=Follow%20%40PrunaAI&style=social)](https://github.com/PrunaAI)
 [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
 [![Discord](https://img.shields.io/badge/Discord-Join%20Us-blue?style=social&logo=discord)](https://discord.com/invite/rskEr4BZJx)
-
-[Pruna AI](https://www.pruna.ai/) makes, in one line of code, any AI model faster, cheaper, smaller, greener on any hardware. It covers CV, NLP, audio, graphs for predictive and generative AI.
-
-You can smash your own models by [installing pruna](https://docs.pruna.ai/en/latest/setup/pip.html).
+[![Reddit](https://img.shields.io/reddit/subreddit-subscribers/PrunaAI?style=social)](https://www.reddit.com/r/PrunaAI/)