Model Card for Model ID
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/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.
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