The Qwen family from Alibaba remains a dense, decoder-only Transformer architecture, with no Mamba or SSM layers in its mainline models. However, experimental offshoots like Vamba-Qwen2-VL-7B show ...
Vanilla Transformer: A complete implementation of the original transformer architecture as described in the "Attention Is All You Need" paper. This includes both the encoder and decoder components.
Abstract: Typical text recognition methods rely on an encoder-decoder structure, in which the encoder extracts features from an image, and the decoder produces recognized text from these features. In ...
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This study examines the effectiveness of transformer-based models for financial time series forecasting, specifically focusing on log returns derived from daily closing prices of the DAX40 index. We ...
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