点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是,这里写的是一个简洁的最小化训练脚本,目标是了解 JEPA 的本质:对同一文本创建两个视图,预测被遮蔽片段的嵌入,用表示对齐损失来训练。本文的目标是 ...
Implementation of "Breaking the Low-Rank Dilemma of Linear Attention" The Softmax attention mechanism in Transformer models is notoriously computationally expensive, particularly due to its quadratic ...
Recent advancements in state space models, notably Mamba, have demonstrated significant progress in modeling long sequences for tasks like language understanding. Yet, their application in vision ...
Objective Concentration of care and collaborations between hospitals increasingly reorganise oncological care into Comprehensive Cancer Networks (CCNs), aiming to improve care outcomes and reduce ...
Abstract: The promising advantages of inductive power transfer are harnessed through modeling techniques. In instances where a system undergoes substantial dynamics, a large-signal model becomes ...
Vertical, convective, thermal energy transport is examined outside the box of microscale turbulent dispersion or unstable air ...
Abstract: Mobile robot, as typical unmanned driving models, are developing rapidly. However, wheeled robots face the risks of side - slipping and path deviation when traveling at high speeds and ...
By 2035, the standalone tool will vanish, evolving into hyper-connected, self-correcting autonomous cells. Artificial ...
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