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2022: We reviewed this year’s AI breakthroughs

Applied Data Science

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. Useful links: prompt OpenAI’s Dalle-2 with an online demo prompt Huggin face’s Stable diffusion with this demo.

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ChatGPT4 still leads ChatBot/LLM Leaderboard

Bugra Akyildiz

In here, the distinction is that base models want to complete documents(with a given context) where assistant models can be used/tricked into performing tasks with prompt engineering. However, existing methods are difficult to reproduce or build on, due to private code, data, and large compute requirements.

LLM 52