Update README.md with new model card content

README.md

@@ -22,6 +22,34 @@ warranties or conditions of any kind. The underlying model is provided by a
 third party and subject to a separate license, available
 [here](https://github.com/facebookresearch/fairseq/).
 
+## Links
+
+* [OPT Quickstart Notebook](https://www.kaggle.com/code/laxmareddypatlolla/opt-quickstart-notebook)
+* [OPT API Documentation](https://keras.io/keras_hub/api/models/opt/)
+* [KerasHub Beginner Guide](https://keras.io/guides/keras_hub/getting_started/)
+* [KerasHub Model Publishing Guide](https://keras.io/guides/keras_hub/upload/)
+
+## Installation
+
+Keras and KerasHub can be installed with:
+
+```
+pip install -U -q keras-Hub
+pip install -U -q keras
+```
+
+Jax, TensorFlow, and Torch come preinstalled in Kaggle Notebooks. For instructions on installing them in another environment see the [Keras Getting Started](https://keras.io/getting_started/) page.
+
+## Presets
+
+The following model checkpoints are provided by the Keras team. Full code examples for each are available below.
+| Preset name    | Parameters | Description                                      |
+|----------------|------------|--------------------------------------------------|
+| opt_1.3b_en | 125.24M     | 12-layer OPT model where case in maintained. Trained on BookCorpus, CommonCrawl, Pile, and PushShift.io corpora. |
+| opt_125m_en | 1.32B    | 24-layer OPT model where case in maintained. Trained on BookCorpus, CommonCrawl, Pile, and PushShift.io corpora. |
+| opt_2.7b_en| 2.70B    | 32-layer OPT model where case in maintained. Trained on BookCorpus, CommonCrawl, Pile, and PushShift.io corpora. |
+| opt_6.7b_en| 6.70B    | 32-layer OPT model where case in maintained. Trained on BookCorpus, CommonCrawl, Pile, and PushShift.io corpora. |
+
 
 __Arguments__