MLfix to quickly fix datasets
Finding a needle in a haystack with MLfix
Since MLfix was evidently successful in identifying errors even in carefully curated AI datasets like Mapillary traffic sign...
More than ChatGPT: Privacy and Confidentiality in the Age of LLMs
Conclusion
Due to the hype and accessibility, there is a whole lot of sensitive data leaving organizations without their knowledge. Sensitive data isn’t leaving the company
Regulatory...
google-research/bert: TensorFlow code and pre-trained models for BERT
Pre-trained models
We are releasing the BERT-Base and BERT-Large models from the paper. Using BERT has two stages: Pre-training and fine-tuning. Pre-training with BERT
We are releasing...
ChatGPT Prompt Engineering for Developers
This short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) will describe how LLMs work, provide best practices for prompt engineering, and show...
AI Act: a step closer to the first rules on Artificial Intelligence
It’s the first piece of legislation of this kind worldwide, which means that the EU can lead the way in making AI human-centric, trustworthy and...
Influential Articles, May 2023
In this chapter, we learn about how the very act of data collection can reinforce harmful and/or outdated societal norms, the ways that data collection...
Against LLM maximalism · Explosion
The new LLM support in spaCy now lets you plug in LLM-powered components for these prediction tasks, which is especially great for prototyping. Large Language...
About LayerNorm Variants in the Original Transformer Paper, and Some Other Interesting Historical Tidbits About LLMs
For instance, in 1991, which is about two-and-a-half decades before the original transformer paper above ("Attention Is All You Need"), Juergen Schmidhuber proposed an alternative...
Generative AI and large language models: background and contexts
So, in this emergent phase there is much activity around a diverse set of models, tools and additional data. The authors call for the AI...
Why Developers Are Flocking to LLaMA, Meta’s Open Source LLM
To get an understanding of how developers are using LLaMA, and what benefits it gives them over similar LLMs from the likes of OpenAI and...