Update README.md

README.md

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 license: cc-by-nc-4.0
+language:
+- bn
 ---
+# Model Card for Model ID
+
+[![License: CC BY-NC-SA 4.0](https://img.shields.io/badge/License-CC_BY--NC--SA_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by-nc-sa/4.0/)
+
+## Model description
+
+odiagenAI-bengali-lora-model-v1 is based on Llama-7b and finetuned with 252k Bengali instruction set. The instruction set is translated data from open-source resources, resulting in good Bengali instruction understanding and response generation capabilities. 
+
+The code of Bengali data generation and other detailed information can be found in our Github project repository: https://github.com/OdiaGenAI/GenerativeAI_and_LLM_Odia.
+
+
+## Training hyper-parameters
+| Parameter | Value |
+| ------ | ------ |
+| Batch size | 128 |
+| Learning rate | 3e-4 |
+| Epochs | 5 |
+|Cutoff length | 256 |
+|Weight_decay | 0.001 |
+|Warmup_rate | 0.1 |
+|LR_scheduler | linear |
+|Lora r | 16 |
+|Lora target modules | (q_proj, k_proj, v_proj, o_proj) |
+
+
+Instructions for running it can be found at https://github.com/OdiaGenAI/GenerativeAI_and_LLM_Odia.
+
+### Licensing Information
+
+This work is licensed under a
+[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
+
+[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]
+
+[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
+[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png
+[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg
+
+### Citation Information
+
+If you find this helpful repository, please consider giving 👏 and citing:
+
+```
+@misc{OdiaGenAI-Bengali-LLM,
+  author = {Shantipriya Parida and Sambit Sekhar and Guneet Singh Kohli and Arghyadeep Sen and Shashikanta Sahoo},
+  title = {Bengali Instruction-Tuning Model},
+  year = {2023},
+  publisher = {Hugging Face},
+  journal = {Hugging Face repository},
+  howpublished = {\url{https://huggingface.co/OdiaGenAI}},
+}
+```
+
+### Contributions
+
+- Shantipriya Parida
+- Sambit Sekhar
+- Guneet Singh Kohli
+- Arghyadeep Sen
+- Shashikanta Sahoo