Fix typos (#4024)

README.md

@@ -55,7 +55,7 @@ Please see [contributing](https://github.com/ludwig-ai/ludwig/blob/master/CONTRI
 
 # 🚂 Getting Started
 
-Want to take a quick peak at some of the Ludwig 0.8 features? Check out this Colab Notebook 🚀 [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1lB4ALmEyvcMycE3Mlnsd7I3bc0zxvk39)
+Want to take a quick peek at some of the Ludwig 0.8 features? Check out this Colab Notebook 🚀 [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1lB4ALmEyvcMycE3Mlnsd7I3bc0zxvk39)
 
 Looking to fine-tune Llama-2 or Mistral? Check out these notebooks:
 

ludwig/benchmarking/README.md

@@ -3,7 +3,7 @@
 ### Some use cases
 
 - Regression testing for ML experiments across releases and PRs.
-- Model performance testing for experimenting with new features and hyperparmeters.
+- Model performance testing for experimenting with new features and hyperparameters.
 - Resource usage tracking for the full ML pipeline.
 
 ## Ludwig benchmarking CLI and API

ludwig/datasets/README.md

@@ -74,7 +74,7 @@ ______________________________________________________________________
 Gets a dictionary of model configs for the specified dataset. Keys are the config names, and may
 contain the special keys:
 
-- `default` - The default config for the dataset. Should train to decent performance under 10 minutes on a tyipcal
+- `default` - The default config for the dataset. Should train to decent performance under 10 minutes on a typical
  laptop without GPU.
 - `best` - The best known config for the dataset. Should be replaced when a better config is found. This is a good
  opportunity for contributions, if you find a better one please check it in and open a PR!