Jupyter Notebook 7

Jupyter Notebook 7 is the most significant release of the Jupyter Notebook in years. Some highlights of this release include real-time collaboration, interactive debugging, table of contents, theming and dark mode, internationalization, improved accessibility, compact view on mobile devices.

https://blog.jupyter.org/announcing-jupyter-notebook-7-8d6d66126dcf

PythonMonkey

A Mozilla SpiderMonkey JavaScript engine embedded into the Python VM, using the Python engine to provide the JS host environment.

https://github.com/Distributive-Network/PythonMonkey

baichuan-inc / Baichuan-13B

A 13B large language model developed by Baichuan Intelligent Technology

https://github.com/baichuan-inc/Baichuan-13B

OpenBMB / ToolBench

An open platform for training, serving, and evaluating large language model for tool learning.

https://github.com/OpenBMB/ToolBench

How to create async Django forms in 2 minutes (with Alpine.js)

Here's a video showing you how to add async forms to a Django templates (no page reload) in 2 minutes. The guide uses Alpine.js to add minimal, neat Javascript.

https://www.youtube.com/watch?v=w2Xi6bX6DK4

PyTorch Memory Tuning

This article will focus on minimizing GPU memory footprint — for both optimization and inference workloads. Throughput and latency usually get all the attention, but reducing memory consumption without making architecture sacrifices is often just as valuable.

https://paulbridger.com/posts/pytorch-memory-tuning/

Patterns for Building LLM-based Systems & Products

This post is about practical patterns for integrating large language models (LLMs) into systems and products. We’ll draw from academic research, industry resources, and practitioner know-how, and try to distill them into key ideas and practices.

https://eugeneyan.com/writing/llm-patterns/

devlooper

A program synthesis agent that autonomously fixes its output by running tests!

https://github.com/modal-labs/devlooper

The GIL Was Removed From Python!?

The GIL has been removed from Python! Has it though? Okay, let me clear some things up: Okay, allow ...

https://superfastpython.com/gil-removed-from-python/

Behind "Hello World" on Linux

When you run a simple "Hello World" Python program on Linux, a lot more happens behind the scenes than you might think. This post explores the different steps that take place when you run a "Hello World" program, from parsing the command line to executing the code.

https://jvns.ca/blog/2023/08/03/behind--hello-world/

Llama from scratch

A tutorial on how to implement a paper and debug your model.

https://blog.briankitano.com/llama-from-scratch/

Parameters, options and flags for Python scripts

SummaryWhile there are various ways of making a script configurable in Python, argparse is a very ...

https://www.bitecode.dev/p/parameters-options-and-flags-for

PokerKit

An open-source Python library for poker simulations and hand evaluations.

https://github.com/uoftcprg/pokerkit

Creating a context manager in Python

Objects with __enter__ and __exit__ methods can be used as context managers in Python. This article discusses most of what you'll want to know when creating your own context managers.

https://www.pythonmorsels.com/creating-a-context-manager/