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#pytorch

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:trebuchet: Kale :trebuchet:

if anyone wants to know what the fucking deal with #CUDA for #PyTorch is, it's like this:
* You can run multiple versions of CUDA and swap between them using Environment variables
* If you're using Pycharm, you want to manually pull in the Pytorch PLUS Cuda variant of torch via pip, not the built in package manager
* 12.x version of CUDA can suck knob, use 11.x instead.

Rami Krispin :unverified:

Andrej Karpathy just released a new repo with an implementation of training LLM with pure C/Cude with a few lines of code 🚀. This repo, according to Andrej Karpathy, is still WIP, and the first working example is of GPT-2 (or the grand-daddy of LLMS 😅) 👇🏼

🔗: github.com/karpathy/llm.c

GitHubGitHub - karpathy/llm.c: LLM training in simple, raw C/CUDALLM training in simple, raw C/CUDA. Contribute to karpathy/llm.c development by creating an account on GitHub.
#DataScience#llm#deeplearning
TechBites

Researchers have discovered three security vulnerabilities in TorchServe, an open-source tool for scaling PyTorch machine learning models. These vulnerabilities, collectively known as "ShellTorch," could potentially allow for server takeover and remote code execution (RCE). The flaws were found in the management interface API configuration of TorchServe, making it accessible to external requests without authentication. While there is no evidence of exploitation, it's essential to update TorchServe to the latest version (0.8.2) to mitigate these vulnerabilities and apply additional security measures to protect against potential attacks.

#Security#Python#Pytorch
Joey de Villa 🪗

Sure, you can buy the whole bundle for $18, but for $1, the 3-book bundle provides the best bang for the buck for the Python programmer who wants to get into AI. The offer’s good for another 16 days, but you know what happens to procrastinators...

#HumbleBundle #books #deals #AI #ArtificialIntelligence #Python #programming #TensorFlow #scikitlearn #PyTorch

globalnerdy.com/2023/09/02/get

Global NerdyGet started with Python and AI with 3 books for only a dollar! : Global NerdyThe current “best bang for your buck” deal on AI ebooks is the 3-book version of Humble Bundle’s Machine Learning and AI 2023 book bundle, which is available for a mere one US dollar for the next 16 days. I already own one of the three (Artificial Intelligence with Python, Second Edition), but I’m not […]
Pepijn Bruienne

After speed-running two years’ worth of docs (some) and hacks (mostly) re: #PyTorch workloads running natively on the Apple silicon #MPS (#Metal performance shaders) device, the one-liner that takes care of it for any of the current PT 2.0 nightlies is putting this at the top of your code:

👉 torch.set_default_device("mps") 👈

Saved someone a lot of frustration, hopefully.

Micah

Exciting time to be a #pytorch user! Pytorch 2.0 is in the nightly branch and promises much faster training.

Oh yeah and pytorch nightly got hit with a supply chain attack.

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