Text Classification
PEFT
Safetensors
English
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@@ -143,13 +143,20 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
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  - **Noshitha Juttu** – M.S. in Computer Science, University of Massachusetts Amherst
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  - Research focus: NLP, model compression, On device NLP and Parameter-Efficient Fine-Tuning (PEFT).
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- ## Model Card Contact
 
 
 
 
 
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  For questions, feedback, or collaborations, please reach out:
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  - Email: noshithajuttu@gmail.com
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  - LinkedIn: [Noshitha Juttu](https://www.linkedin.com/in/noshitha-juttu-0264a0167/)
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  - GitHub: [Noshitha](https://github.com/Noshitha)
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- - Hugging Face: [Noshitha98](https://huggingface.co/Noshitha98)
 
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  ### Framework Versions
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  - **Transformers:** 4.51.3
 
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  - **Noshitha Juttu** – M.S. in Computer Science, University of Massachusetts Amherst
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  - Research focus: NLP, model compression, On device NLP and Parameter-Efficient Fine-Tuning (PEFT).
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+ ## 📚 Citation
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+
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+ If you use this model in your research or work, please cite the following paper:
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+ > Juttu, Noshitha Padma Pratyusha. *Text to Trust: Evaluating Fine-Tuning and LoRA Trade-Offs in Language Models for Unfair Terms of Service Detection*. arXiv preprint arXiv:2510.22531, 2025.
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+ https://arxiv.org/abs/2510.22531
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+ ## Model Card Contact
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  For questions, feedback, or collaborations, please reach out:
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  - Email: noshithajuttu@gmail.com
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  - LinkedIn: [Noshitha Juttu](https://www.linkedin.com/in/noshitha-juttu-0264a0167/)
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  - GitHub: [Noshitha](https://github.com/Noshitha)
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+ - Hugging Face: [Noshitha98](https://huggingface.co/Noshitha98)
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  ### Framework Versions
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  - **Transformers:** 4.51.3