I've seen reasonably good applications of generative NLP (Co-Pilot, Document analysis, emails...) in day-to-day activities. Basically it automates most of the mundane works, improves content quality and provides quick dashes of creativity. Helps a large section of common people, so pretty decent. But what about generative vision? Not just image generation,...

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I'm using this code from llama-recipes repo to run LLama 3 on Google Colab with Hugging Face Transformers. However, it is consuming more computational power than I expected. As I'm a Coolab Pro subscriber, I have access to the following GPUS: TPU v2 (coulnd't run the code) T4 GPU (Takes forever, does not give a response) A100 GPU (works) However,...

Hello, So I was trying to re-produce this paper: https://arxiv.org/pdf/2208.12262 However, I got stuck on a certain function that I don't understand. Specifically, the "quantizer" h, in Equation 6 shared below: ​ https://preview.redd.it/ykotdlvjwuzc1.png?width=625&format=png&auto=webp&s=b5d5d6a9e35414ee65f1609a2508864719431c8a Firstly:...

Here I will share an open source library you can use to extract text and visual unstructured data from files, webpages, youtube videos, etc to immediately feed the results into API-hosted vision language models (like GPT-4-Vision or Gemini). I made this simple tool because I was unable to get vision functionality with other extraction frameworks like...