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 ...
Estimates, which inform decisions about the export of agricultural products, vary widely and have led to bad calls.
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