My new video on how to code a Multimodal (Vision) Language Model from scratch using only Python and PyTorch while explaining every single concept step by step. Link: youtube.com/watch?v=vAmKB7… #tutorial #pytorch #python #coding #fromscratch #llm #paligemma #gemma #visionmodel

react feels so much worse or am I dumb!??

This is a very (very!) cracked model. Nearly everyone is sleeping on the power of this type of model. That means there's huge opportunities waiting for you.

ant (society) is amazing!!

the trend of finding immensely kino resources in c++ land continues... this repo has SO many amazing links to compilers, computer architecture (general, fpga, gpu), assembly, debugging, FFI books/papers/videos etc

Today, we're shipping a series of features that move uv beyond a pip alternative, and into an end-to-end solution for managing Python projects, command-line tools, single-file scripts, and even Python itself. A single, unified tool. Like Cargo, for Python. It's very fast.

Some notes on the new uv release for Python management of dependencies, projects, and environments

is breaking bad overrated or what?

This looks like an excellent course on computer architecture from ETH Zurich. It seems specifically focused on memory and very up-to-date wrt what is being used in the industry:

I am fine watching ads on YouTube if that's how YouTube is making money. long live YouTube!!

be this high schooler, randomly wake up one day, decide to drop a 5 hour gold of a math video, then disappear to never be seen again

what are you doing, go work!

An ambitious personality and a procrastinating mind is destined for misery.

Did you know there's a Python and CLI lib with full auto-complete providing 100% always-updated coverage of the >1000 methods in the entire @GitHub REST API? It's called ghapi. I've been working on it nearly 4 years now. Give it try--it's pretty fun!😃 github.com/fastai/ghapi

let that sink in.

The downside of modern python is having to learn and write type annotations and even generics without actually getting the full benefits of them!! #python

🎶 FLUX that Plays Music [FluxMusic] 🎧 Jupyter Notebook 🥳 ⚖ Model License: Apache-2.0 🔥 💾 Base Model: 14.5GB VRAM 💿 Large Model: 19.5GB VRAM 💽 Giant Model: 25.8GB VRAM Thanks to Zhengcong Fei ❤ Mingyuan Fan ❤ Changqian Yu ❤ Junshi Huang ❤ 📄paper:

Software has broken people’s minds. When I say ‘engineering’, this is what I mean:

another gem.

i learned that sorting has a different meaning than i thought