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Tricycle reviews and mentions
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Ask HN: Who wants to be hired? (May 2024)
Email: [email protected]
I'm a Senior Machine Learning Engineer looking for my next challenge. I have a strong background in Deep Learning: I built a state of the art CV model for cancer detection and I'm the author of the Tricycle (https://github.com/bclarkson-code/Tricycle) deep learning framework. I built it from scratch (nothing but python, numpy and a bit of cuda) and recently used it to successfully build and train a small language model.
I'm looking for an AI Engineer role in london
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LLM from Scratch: Automatic Differentiation
As a chronic premature optimizer my first reaction was, "Is this even possible in vanilla python???" Obviously it's possible, but can you train an LLM before the heat death of the universe? A perceptron, sure, of course. A deep learning model, plausible if it's not too deep. But a large language model? I.e. the kind of LLM necessary for "from vanilla python to functional coding assistant."
But obviously the author already thought of that. The source repo has a great motto: "It don't go fast but it do be goin'" [1]
I love the idea of the project and I'm curious to see what the endgame runtime will be.
[1] https://github.com/bclarkson-code/Tricycle
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The primary programming language of Tricycle is Python.
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