This repository is the official implementation of DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM. To train and evaluate the model, run this command: Step 1: If the data is ...

This comprehensive guide delves into decoder-based Large Language Models (LLMs), exploring their architecture, innovations, and applications in natural language processing. Highlighting the evolution ...

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The general LLM architecture comprises of different layers, such as the feed-forward layer, embedding layer, attention layer, and text that is embedded ... Transformer-based LLM model architectures. .

To quickly maximize the use of acquired information, this strategy takes advantage of the fact that the set of tokens used in the encoder and the decoder is the same in TSP. They swap out the last ...