Despite being good at inductive reasoning, LLMs are often bad at deductive reasoning. https://arxiv.org/abs/2408.00114 Chain of Thought thinking can be achieved through instruct training https://arxiv.org/pdf/2407.06023v1 Everything should be made as simple as possible, but not simpler Albert Einstein You know what the biggest problem with pushing all-things-AI is? Wrong direction. I want AI to do my laundry and dishes so that I can do art and writing, not for AI to do my art and writing so that I can do my laundry and dishes....
Meta's Open-Source Llama Models - What's the Catch?
To understand why Meta has open sourced the Llama family of models, it is important to understand how Meta makes money. Meta makes money from adverts. Almost their entire revenue comes from adverts (1). So, why have Meta invested so much money into the Llama models? Probably, to make more money from adverts. Here are some ways in which the open source release of the Llama models might help Meta make more money from adverts....
Jonah's Project Ideas
LLM project which goes from unstructured text -> traditional ML model input TFL API assistant The Financial Transformer MultiModal Flat Advert Extraction