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OdiaGenAI/odiagenAI-bengali-base-model-v1

sourceHugging Facecc-by-nc-4.0updated 3y agoView on Hugging Face
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Model description

odiagenAI-bengali-base-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/GenerativeAIandLLM_Odia.

Training hyper-parameters

ParameterValue
Batch size128
Learning rate3e-4
Epochs5
Cutoff length256
Weight_decay0.001
Warmup_rate0.1
LR_schedulerlinear
Lora r16
Lora target modules(qproj, kproj, vproj, oproj)

Instructions for running it can be found at https://github.com/OdiaGenAI/GenerativeAIandLLM_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 ๐Ÿ‘ 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

  • โ€”Shantipriya Parida
  • โ€”Sambit Sekhar
  • โ€”Guneet Singh Kohli
  • โ€”Arghyadeep Sen
  • โ€”Shashikanta Sahoo