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@@ -30,6 +30,13 @@ A LoRA-finetuned version of **TinyLlama-1.1B-Chat-v1.0** for detecting **unfair
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This model was finetuned with LoRA adapters. During training, only ~1.13M parameters were updated, while the 1.1B base model parameters remained frozen. The final uploaded model contains both the base weights and the adapter weights.
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### Model Sources
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- **Repository:** [GitHub – UnfairTOSAgreementsDetection](https://github.com/Stimils02/UnfairTOSAgreementsDetection)
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This model was finetuned with LoRA adapters. During training, only ~1.13M parameters were updated, while the 1.1B base model parameters remained frozen. The final uploaded model contains both the base weights and the adapter weights.
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## 📚 Citation
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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 Sources
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- **Repository:** [GitHub – UnfairTOSAgreementsDetection](https://github.com/Stimils02/UnfairTOSAgreementsDetection)
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