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MEAP: Efficient Token Prediction Method by xodelay157 is a document available to read on EtoBox.
What is MEAP: Efficient Token Prediction Method about?
The document presents Mask-Enhanced Autoregressive Prediction (MEAP), a novel training paradigm for Large Language Models (LLMs) that integrates Masked Language Modeling (MLM) into Next-Token Prediction (NTP) to improve information retrieval and long-context reasoning. MEAP enhances model performance by masking a fraction of input tokens, allowing the model to focus on task-relevant signals without incurring additional computational costs. Experimental results demonstrate that MEAP significantly outperforms
- Author
- xodelay157
- Language
- EN