The evolution of Large Language Models (LLMs) like ChatGPT and GPT-4 has sparked
discussions on the advent of Artificial General Intelligence (AGI). However, replicating such …

Upon its release in late 2022, ChatGPT has brought a seismic shift in the entire landscape of
AI, both in research and commerce. Through instruction-tuning a large language model …

Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable
prediction performance for a growing array of tasks. However, their proliferation into high …

AI tasks encompass a wide range of domains and fields. While numerous AI models have
been designed for specific tasks and applications, they often require considerable human …

The exceptional performance of pre-trained large language models has revolutionised
various applications, but their adoption in production environments is hindered by …

Efficient fine-tuning is vital for adapting large language models (LLMs) to downstream tasks.
However, it requires non-trivial efforts to implement these methods on different models. We …

ChatGPT, the first large language model (LLM) with mass adoption, has demonstrated
remarkable performance in numerous natural language tasks. Despite its evident …

ChatGPT is a large language model (LLM) created by OpenAI that has been carefully
trained on a large amount of data. It has revolutionized the field of natural language …

Recent progress in large language models has pushed the boundaries of natural language
processing, setting new standards for performance. It is remarkable how artificial intelligence …

In recent years, the size of pre-trained language models (PLMs) has grown by leaps and
bounds. However, efficiency issues of these large-scale PLMs limit their utilization in real …