feat: add readme and license

LICENSE

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README.md

@@ -10,27 +10,38 @@ model-index:
   results: []
 ---
 
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
+# IndoBERT-nusa (IndoBERT Adapted for Balinese, Buginese, and Minangkabau)
 
-# out
+This repository contains a language adaptation and fine-tuning of the Indobenchmark IndoBERT language model for three specific languages: Balinese, Buginese, and Minangkabau.
+The adaptation was performed using nusa-st data.
 
-This model is a fine-tuned version of [indobenchmark/indobert-large-p2](https://huggingface.co/indobenchmark/indobert-large-p2) on an unknown dataset.
-It achieves the following results on the evaluation set:
-- Loss: 1.6595
-- Accuracy: 0.6803
+## Model Details
 
-## Model description
+- **Base Model**: [indobenchmark/indobert-large-p2](https://huggingface.co/indobenchmark/indobert-large-p2)
+- **Adaptation Data**: nusa-st
 
-More information needed
 
-## Intended uses & limitations
+## Performance Comparison
 
-More information needed
+### Topic Classification
 
-## Training and evaluation data
+Fine-tuned using [nusa-dialogue](https://huggingface.co/datasets/prosa-text/nusa-dialogue) for topic classification.
+
+| Language    | indobert-large-p2 (F1) | indobert-nusa (F1)     |
+|-------------|------------------------|------------------------|
+| Balinese    | 82.37                  | **84.23**              |
+| Buginese    | 80.53                  | **82.03**              |
+| Minangkabau | 84.49                  | **86.30**              |
+
+
+### Language Identification
+
+Fine-tuned using [nusaX](https://github.com/IndoNLP/nusax) for language classification.
+| Model                | F1-score     |
+|----------------------|--------------|
+| indobert-large-p2    | 98.21        |
+| **indober-nusa**     | **98.45**    |
 
-More information needed
 
 ## Training procedure
 
@@ -45,9 +56,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 3.0
 
-### Training results
-
-
 
 ### Framework versions
 
@@ -55,3 +63,28 @@ The following hyperparameters were used during training:
 - Pytorch 2.1.2+cu121
 - Datasets 2.16.1
 - Tokenizers 0.13.3
+
+
+## Additional Information
+
+### Licensing Information
+The dataset is released under the terms of **CC-BY-SA 4.0**.
+By using this model, you are also bound to the respective Terms of Use and License of the dataset.
+
+### Citation Information
+
+```bibtex
+@article{purwarianti2023nusadialogue,
+  title={NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages},
+  author={Purwarianti, Ayu and Adhista, Dea and Baptiso, Agung and Mahfuzh, Miftahul and Yusrina Sabila and Cahyawijaya, Samuel and Aji, Alham Fikri},
+  journal={arXiv preprint arXiv:(coming soon)},
+  url={https://huggingface.co/datasets/prosa-text/nusa-dialogue},
+  year={2023}
+}
+```
+
+### Acknowledgement
+This research work is funded and supported by The Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH and FAIR Forward - Artificial Intelligence for all. We thank Direktorat Jenderal Pendidikan Tinggi, Riset, dan Teknologi Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi (Ditjen DIKTI) for providing the computing resources for this project.
+
+### Contact Us
+If you have any question please contact our support team at `business@prosa.ai`.