Layerwise Importance Sampled AdamW (LISA): A Machine Learning Optimization Algorithm that Randomly Freezes Layers of LLM Based on a Given Probability

Tasks like creating documents, developing complex code, answering queries, and conducting human-like conversations are where large language models like ChatGPT shine. As LLMs find more and more uses across many different types of tasks, fine-tuning them for certain domains has become an important tactic for improving their capabilities in the future. However, these technologies are […]

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ai paper summary ai shorts algorithm applications artificial intelligence chatgpt code conversations documents domains fine-tuning human human-like importance language language models large language large language models llm llms machine machine learning optimization probability queries tasks tech news technology them types