Update README.md

README.md

@@ -73,14 +73,11 @@ Inference code is available on [GitHub](https://github.com/DataDog/toto).
 ### Installation
 
 ```bash
-# Clone the repository
-git clone https://github.com/DataDog/toto.git
-cd toto
-
-# Install dependencies
-pip install -r requirements.txt
+pip install toto-ts
 ```
 
+For optimal speed and reduced memory usage, you should also install [xFormers](https://github.com/facebookresearch/xformers) and [flash-attention](https://github.com/Dao-AILab/flash-attention)
+
 ### 🚀 Inference Example
 
 Here's how to quickly generate forecasts using Toto:
@@ -133,9 +130,6 @@ upper_quantile = forecast.quantile(0.9)
 
 For detailed inference instructions, refer to the [inference tutorial notebook](https://github.com/DataDog/toto/blob/main/toto/notebooks/inference_tutorial.ipynb).
 
-### Performance Recommendations
-- ### **For optimal speed and reduced memory usage, install [xFormers](https://github.com/facebookresearch/xformers) and [flash-attention](https://github.com/Dao-AILab/flash-attention). Then, set `use_memory_efficient` to `True`.**
-
 ---
 
 ### 💾 Available Checkpoints