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PARAMANU-AYN: An Efficient Novel Generative and Instruction-tuned Language Model for Indian Legal Case Documents
March 21, 2024, 4:42 a.m. | Mitodru Niyogi, Arnab Bhattacharya
cs.LG updates on arXiv.org arxiv.org
Abstract: In this paper, we present PARAMANU-AYN, a language model based exclusively on case documents of the Supreme Court of India, the Constitution of India, and the Indian Penal Code. The novel Auto Regressive (AR) decoder based model is pretrained from scratch at a context size of 8192. We evaluated our pretrained legal model on perplexity metrics. We also instruction-tuned our pretrained model on a set of 10,763 instructions covering various legal tasks such as legal …
arxiv case cs.ai cs.cl cs.lg documents generative indian instruction-tuned language language model legal novel type
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