Generative AI models are all the rage nowadays. For data people, generative models have been around for several years, but the power and usability of products such as ChatGPT have taken the world by storm. This emergence has brought in new and emerging security risks with it. One of the largest and most novel risks is prompt injection. Prompt injection attacks can affect all large language and generative AI models....
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Recently I’ve found myself wanting to dig a bit deeper into PyTorch to really understand how it works and hopefully figure out how to expand on my skillset to try new things. To aid this, I’ve been following the Deep Learning with PyTorch book by Eli Stevens, Luca Antiga and Thomas Viehmann. The book itself has been great and highly useful. I recommend it to anyone. In my observations, one the hardest things for newer users of PyTorch to understand is how to train a model....
Recently with my consulting, I’ve been delving into Google Cloud, and the wide array of offering they have. Getting started with Deep Learning on the cloud is a cost-efficient method way to utilise GPUs. But there are a few gotchas with cloud providers. This post I wrote here, goes through how to set up a Google Compute instance for deep learning toolkits such as Tensorflow, PyTorch, etc. Read the full post here
There is a lot happening in New Zealand’s economy currently. New Zealand is officially in a recession with new GDP figures that came out yesterday, a monetary policy update is due next week and an election is taking place mid next month. Thursday’s numbers from Statistics New Zealand represented a -12.2% reduction in GDP for the June 2020 quarter - the largest quarterly fall in GDP on record. Which, unlike the previous quarter’s figures only captured a week or two of New Zealand’s nationwide 4-week lock down, June 2020 figures captures the lion’s share of the lock down....