hustvl / Vim

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

https://github.com/hustvl/Vim

5 Tips to Safely Use Credentials in Your Python Project

Learn 5 simple tips to help keep your Python credentials safe and fix problems quickly if they occur.

https://www.youtube.com/watch?v=OOvvQRBcrhI

UFO

A UI-Focused Agent for Windows OS Interaction.

https://github.com/microsoft/UFO

Alto

Serverless for data practitioners. The fastest way to run your code in the cloud. Effortlessly run scripts, functions, and Jupyter notebooks in virtual machines.

https://github.com/runprism/alto

The simplest way to add a Django worker (Using AWS Chalice)

The article discusses the utilization of AWS Chalice to incorporate a Django worker, enabling the use of a lambda function as a serverless background worker for any application. This approach allows the lambda function to run in the background without blocking the main thread of the app, and it can call an endpoint on the Django app when completed, offering the advantage of using any Pyt...

https://www.photondesigner.com/articles/lambda-for-django

Let's build the GPT Tokenizer

The Tokenizer, essential for Large Language Models (LLMs), translates between strings and tokens, operating as a distinct stage with separate training sets and algorithms. This lecture builds the GPT series Tokenizer from scratch, uncovering peculiar behaviors in LLMs linked to tokenization. We explore these issues, attributing them to tokenization, and consider the ideal scenario of eli...

https://www.youtube.com/watch?v=zduSFxRajkE

Using IPython Jupyter Magic Commands to Improve the Notebook Experience

A post on creating a custom IPython Jupyter Magic command.

https://towardsdatascience.com/using-ipython-jupyter-magic-commands-to-improve-the-notebook-experience-f2c870cab356

explodinggradients / ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

https://github.com/explodinggradients/ragas

OS-Copilot

An self-improving embodied conversational agent seamlessly integrated into the operating system to automate our daily tasks.

https://github.com/OS-Copilot/FRIDAY

uv

An extremely fast Python package installer and resolver, written in Rust. Here is a

https://github.com/astral-sh/uv

minbpe

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

https://github.com/karpathy/minbpe

Python Dependencies Are Fixable

The article critiques the current state of Python's dependency management, emphasizing the need for better defaults and user experience. Drawing parallels with Golang's successful design, the author advocates for a shift in mentality within the Pypa ecosystem to improve the default behavior of tools like Pip and suggests exploring alternatives if necessary.

https://matduggan.com/everyone-is-wrong-but-you/

A completely free and open-source GitHub Copilot-like Project With VS Code extension.

CodeXpert is your coding companion, providing advanced language models and a privacy-centric, open-source environment for an effortless coding experience.

https://github.com/SudoACoder/CodeXpert