The Many Problems with Celery

The post discusses the challenges and limitations of using Celery, a distributed task queue framework in Python, highlighting issues related to scalability, error handling, and deployment complexities.

https://steve.dignam.xyz/2023/05/20/many-problems-with-celery/

bigcode-project / starcoder

Home of StarCoder: fine-tuning & inference!

https://github.com/bigcode-project/starcoder

Olive

Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.

https://github.com/microsoft/Olive

Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

https://github.com/kyegomez/Sophia

aviary

Evaluate multiple LLMs easily.

https://github.com/ray-project/aviary

flood

flood is a load testing tool for benchmarking EVM nodes over RPC

https://github.com/paradigmxyz/flood

chatdocs

Chat with your documents offline using AI.

https://github.com/marella/chatdocs

Writing a KVM hypervisor VMM in Python

An experimental VMM for KVM written in Python. This is simply an experimental proof of concept which was hacked together enough to be able to boot OVMF, then install Linux on a disk and boot it.

https://www.devever.net/~hl/kvm

JupyterLab 4.0 is Here

The Jupyter contributor community is proud to announce JupyterLab 4.0, the next major release of our full-featured development environment. The package is now available on PyPI and conda-forge. You can upgrade by running pip install --upgrade jupyterlab or conda install -c conda-forge jupyterlab.

https://blog.jupyter.org/jupyterlab-4-0-is-here-388d05e03442

threestudio

A unified framework for 3D content generation.

https://github.com/threestudio-project/threestudio

string2string

String-to-String Algorithms for Natural Language Processing.

https://github.com/stanfordnlp/string2string

PyStack

PyStack is a tool that uses forbidden magic to let you inspect the stack frames of a running Python process or a Python core dump, helping you quickly and easily learn what it's doing (or what it was doing when it crashed) without having to interpret nasty CPython internals.

https://github.com/bloomberg/pystack

Lanarky

Lanarky is an open-source framework to deploy LLM applications in production. It is built on top of FastAPI and comes with batteries included.

https://github.com/ajndkr/lanarky

Refactoring a Command Line Shell | Code Roast Part 1

Watch the video to witness the transformation from average to exceptional code in Part 1 of 2 videos.

https://www.youtube.com/watch?v=TDgouhWA13A

PyCon US 2023 Video

Recordings from PyCon US 2023 in Salt Lake City, UT.

https://www.youtube.com/playlist?list=PL2Uw4_HvXqvY2zhJ9AMUa_Z6dtMGF3gtb