PythonHub

Could you train a ChatGPT-beating model for $85,000 and run it in a browser? https://simonwillison.net/2023/Mar/17/beat-chatgpt-in-a-browser

Caching and Django Rest Framework https://www.screamingatmyscreen.com/caching-and-django-rest-framework/

Tracking the Fake GitHub Star Black Market with Dagster, dbt and BigQuery It's easy for an open-source project to buy fake GitHub stars. We share two approaches for detecting them. https://dagster.io/blog/fake-stars

Python and SLSA Supply chain Layers for Software Artifacts (SLSA) is a framework of tools to generate and verify provenance for software artifacts. In the Python ecosystem there are two main types of software artifacts: wheels and source distributions. How can we use the SLSA framework to generate and verify the provenance of Python artifacts? https://sethmlarson.dev/python-and-slsa

gerev ChatGPT search engine for your organization. https://github.com/GerevAI/gerev

Show HN: Learn Python with Minecraft https://github.com/gilesknap/mciwb

No-async async with Python https://textual.textualize.io/blog/2023/03/15/no-async-async-with-python/

Django Developers Survey 2022 Results https://lp.jetbrains.com/django-developer-survey-2022/

kitsec-core Ethical hacking, made easy. https://github.com/kitsec-labs/kitsec-core

Ciclo A functional training loops library for JAX. https://github.com/cgarciae/ciclo

stanford_alpaca Code and documentation to train Stanford's Alpaca models, and generate the data. https://github.com/tatsu-lab/stanford_alpaca

creosote Identify unused dependencies and avoid a bloated virtual environment. https://github.com/fredrikaverpil/creosote

How to Generate Images Using the OpenAI API and DALL·E 2 in Python In this tutorial, you'll learn how to use OpenAI's API with Python to generate, edit, and vary images using natural language prompts. https://www.makeuseof.com/generate-images-using-openai-api-dalle-python/

shyamsn97 / mario-gpt Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981 https://github.com/shyamsn97/mario-gpt

Sync or Async? Unpacking the Mysteries of Django Signals Django signals provide a powerful way to trigger actions when specific events occur, but are they asynchronous or synchronous? In this article, we'll explore the answer to this question and discuss the pros and cons of using Django signals in your web applications. https://www.mattlayman.com/blog/2023/django-signals-async/

visual-chatgpt Visual ChatGPT connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting. https://github.com/microsoft/visual-chatgpt

OpenChatKit OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots for various applications. The kit includes an instruction-tuned 20 billion parameter language model, a 6 billion parameter moderation model, and an extensible retrieval system for including up-to-date responses from custom repositories. https://github.com/togethercomputer/OpenChatKit

Python-based compiler achieves orders-of-magnitude speedups https://news.mit.edu/2023/codon-python-based-compiler-achieve-orders-magnitude-speedups-0314

Basaran Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models. https://github.com/hyperonym/basaran

VS Code shortcuts for efficient Python programmers Learn keyboard shortcuts that will make you a more efficient and productive Python programmer with VS Code. https://mathspp.com/blog/vscode-shortcuts-for-efficient-python-programmers