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@@ -9,16 +9,12 @@ Ubuntu_Llama_Chat_7B is a fine-tuned model based on Llama 2 Chat 7b base model a
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  ## Acknowledgments
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- ### Base Model: Llama2
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  - We utilized the Llama2 model as the base model for our project. The model was obtained from [source/repository](URL_to_source).
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  - Special thanks to [authors/creators of Llama2](URL_to_author_profile) for providing the model and the community around it for the support.
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  - License: Mention the license under which Llama2 model is distributed, and adhere to any attribution requirements.
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  ### Fine-Tune Dataset
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- - The fine-tuning was performed on [Name of the Dataset](URL_to_dataset) dataset, which was crucial for achieving the results.
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- - The dataset is provided under [License Name](URL_to_license) license. We thank [Dataset Creators/Providers](URL_to_creator_profile) for making the dataset publicly available.
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- - Any additional acknowledgments or information regarding the dataset.
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- <b>Acknowledgements:</b><br>
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- <br> <b>Fine-Tuned Dataset</b><br>
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- Ubuntu Dialogue Corpus dataset was collected by Ryan Lowe, Nissan Pow , Iulian V. Serban† and Joelle Pineau. It is made available here under the Apache License, 2.0. with following citation:
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- Ryan Lowe, Nissan Pow, Iulian V. Serban and Joelle Pineau, "The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems", SIGDial 2015. URL: http://www.sigdial.org/workshops/conference16/proceedings/pdf/SIGDIAL40.pdf
 
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  ## Acknowledgments
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+ ### Base Model: Llama2_Chat_7b
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  - We utilized the Llama2 model as the base model for our project. The model was obtained from [source/repository](URL_to_source).
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  - Special thanks to [authors/creators of Llama2](URL_to_author_profile) for providing the model and the community around it for the support.
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  - License: Mention the license under which Llama2 model is distributed, and adhere to any attribution requirements.
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  ### Fine-Tune Dataset
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+ - The fine-tuning was performed on [Ubuntu Dialogue Corpus](https://www.kaggle.com/datasets/rtatman/ubuntu-dialogue-corpus) dataset, which was crucial for achieving the results.
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+ - The dataset is provided under [Apache License, 2.0](https://www.apache.org/licenses/LICENSE-2.0) license. We thank [Ryan Lowe, Nissan Pow , Iulian V. Serban† and Joelle Pineau](http://www.sigdial.org/workshops/conference16/proceedings/pdf/SIGDIAL40.pdf) for making the dataset publicly available.
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+ - Ryan Lowe, Nissan Pow, Iulian V. Serban and Joelle Pineau, "The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems", SIGDial 2015. URL: http://www.sigdial.org/workshops/conference16/proceedings/pdf/SIGDIAL40.pdf