Integrated Knowledge Solutions

A blog about machine learning and deep learning

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LLaMA 2 and its Symbolic Regression Explanation

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On July 17, a new family of AI models, LLaMA 2 was announced by Meta. LLaMA 2 is trained on a mix of publicly available data. According to M...
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Low Rank Adaptation (LoRA): Enhancing Fine-Tuning of LLMs

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Pre-trained large language models (LLMs) are being used for numerous natural language processing applications. These models perform well out...
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Reinforcement Learning with Human Feedback: A Powerful Approach to AI Training

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The unprecedented capabilities exhibited by the large language models (LLMs) such as ChatGPT and GPT-4 have created enormous excitement as w...
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