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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -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:

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2 changes: 1 addition & 1 deletion ludwig/benchmarking/README.md
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Expand Up @@ -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
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2 changes: 1 addition & 1 deletion ludwig/datasets/README.md
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Expand Up @@ -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!
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