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Tag: Machine Learning

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17 posts with this tag

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Are LLMs really on the path to AGI?

The claims of artificial general intelligence, or AGI, have been some of the hottest and most emotionally charged discussions about large language models. In addition, these claims probably have the most intellectual weight behind them of all of the …

Posted on July 27, 2024 • 17 minutes read Read on
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Could LLMs be conscious or sentient?

In June 2022, a story hit international news that a Google engineer believed that one of their large language models had achieved sentience. Blake Lemoine was testing Google's conversational LLM LaMDA (the model that went on to power the original …

Posted on July 13, 2024 • 11 minutes read Read on
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Can LLMs use language at a human-like level?

Over the past two years, since the initial release of ChatGPT in November 2022, we've been in a hype cycle around large language models, or LLMs. Due to the very human "feeling" of LLM outputs, a lot of people have been convinced that these models …

Posted on June 29, 2024 • 16 minutes read Read on
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Optimising the Minkowski distance, part 3: removing redundant calculations

In our previous blog post we discussed how to implement the Minkowski distance formula in a couple of functions which relied heavily on for loops. On our full data, this lead to a processing time of over an hour. With some simple tricks in NumPy …

Posted on July 6, 2022 • 8 minutes read Read on
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Optimising the Minkowski distance, part 2: broadcasting

In the last blog post, we managed to shave a bit of time off our calculation of the Minkowski distance by using vector subtraction. Instead of calculating the difference between each pair of vectors elementwise using a loop, we were able to take …

Posted on June 29, 2022 • 9 minutes read Read on
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