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README.md
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Introducing JiviMed-8B: The Cutting-Edge Biomedical Language Model
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JiviMed-8B stands as a pinnacle in language modeling tailored specifically for the biomedical sector. Developed by Jivi AI Labs, this model incorporates the latest advancements to deliver unparalleled performance across a wide range of biomedical applications.
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Tailored for Medicine: JiviMed-8B is meticulously designed to cater to the specialized language and knowledge requirements of the medical and life sciences industries. It has been fine-tuned using an extensive collection of high-quality biomedical data, enhancing its ability to accurately comprehend and generate domain-specific text.
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Unmatched Performance: With 8 billion parameters, JiviMed-8B outperforms other open-source biomedical language models of similar size. It demonstrates superior results over larger models, both proprietary and open-source, such as GPT-3.5, Meditron-70B, and Gemini 1.0, in various biomedical benchmarks.
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Enhanced Training Methodologies: JiviMed-8B builds upon the robust frameworks of the Meta-Llama-3-8B models, integrating the orpo dataset and a refined fine-tuning strategy, along with a specially curated diverse medical instruction dataset. Key elements of the training process include:
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1. Intensive Data Preparation: Over 100,000+ data points have been meticulously curated to ensure the model is well-versed in the nuances of biomedical language.
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2. Hyperparameter Tuning: Hyperparameter adjustments are carefully optimized to enhance learning efficiency without encountering catastrophic forgetting, thus maintaining robust performance across tasks.
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JiviMed-8B redefines what's possible in biomedical language modeling, setting new standards for accuracy, versatility, and performance in the medical domain.
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