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Wouldn't a traditional spacy NER pipeline be way more efficient for this (you could even use GPT to label the training data)? Edit: Someone did this at scale in the past https://hacker-recommended-books.vercel.app/category/0/all-time/page/0/0. - Source: Hacker News / 8 months ago
I found this on HN [0], and began reading through it, tried many books, read around 20 of them. The experience has been great, and learned many new things. Some books have expanded my mind. If you are into books, I highly recommend searching HN with the simple keyword "books", and filter using "Ask HN" tags [1], or simply by "books". This is how I read almost all of my English books from (I am trilingual and can... - Source: Hacker News / 8 months ago
I am looking forward to reading the whole thread, but while people are at it, you can check this out: https://hacker-recommended-books.vercel.app/category/0/all-time/page/0/0 You could also find nice websites and collections if you Google "Hacker News books". Hacker News has become one of the most impactful places in determining what to read. I have read at least 10 books as suggested in HN comments by others... - Source: Hacker News / over 2 years ago
Show HN: 40k HN comments mentioning books, extracted using deep learning\ (250 comments). Source: over 2 years ago
Binarized on the fly during the forward pass and never used for the inference process. In this case there are two areas to optimize for: training efficiency and inference efficiency. If I understand correctly, it stores the weights, gradients and second-moment estimates in FP32 like every other mixed-precision training (the Gopher paper has details on why storing them in FP32 is important), and quantized weights... - Source: Hacker News / 1 day ago
Related: https://medium.com/@maciej.pocwierz/how-an-empty-s3-bucket-can-make-your-aws-bill-explode-934a383cb8b1. - Source: Hacker News / about 23 hours ago
I was thinking of that a few weeks ago and wrote a (dumb) little story about it; I imagined Astro (SF mascot) is a ruthless mob boss controlling it all behind the scenes lol https://medium.com/@dannyisaphantom/benioff-astro-and-the-art-of-the-deal-692149f5dd36. - Source: Hacker News / 1 day ago
Thanks for sharing, I like the approach and it makes a lot of sense for the problem space. Especially using existing products vs building/hosting your own. I was however tripped up by this sentence close to the beginning: > we encountered a significant challenge with RAG: relying solely on vector search (even using both dense and sparse vectors) doesn’t always deliver satisfactory results for certain queries. Not... - Source: Hacker News / 1 day ago
This is a better one: https://medium.com/@lordmoma/so-you-think-you-know-git-673f9c4b0792. - Source: Hacker News / 5 days ago
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