Python Hub Weekly Digest for 2025-12-21
This week in Python, Claude was fine-tuned using a new tool called Hugging Face Skills, allowing it to submit jobs to cloud GPUs and push finished models to the Hugging Face Hub. The facebookresearch / sam3 repository provides code for running inference and finetuning with the Meta Segment Anything Model 3. A new video offers a deep dive into neural machine translation evolution, including PyTorch implementations of 7 landmark papers. The kubesdk project, an async-first, fully typed Python SDK for Kubernetes, was also highlighted. Wishing you a good week and happy coding!
💖 Most Popular
We Got Claude to Fine-Tune an Open Source LLM
We gave Claude the ability to fine-tune language models using a new tool called Hugging Face Skills. Not just write training scripts, but to actually submit jobs to cloud GPUs, monitor progress, and push finished models to the Hugging Face Hub. This tutorial shows you how it works and how to use it yourself.
facebookresearch / sam3
The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Learn NLP Research: 7 Papers Implemented
This video traces the evolution of neural machine translation from RNNs and LSTMs to attention mechanisms, Transformers, and multilingual models like GNMT. It includes PyTorch implementations of 7 landmark papers, mathematical explanations, and tools like Transformer Playground for hands-on learning.
FunAudioLLM / CosyVoice
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
kubesdk — async-first, fully typed Python SDK for Kubernetes
Open-source Python SDK with fully typed models, async client, and multi-cluster support for Kubernetes automation.
📖 Articles
Python Workers redux: fast cold starts, packages, and a uv-first workflow
Python Hub Weekly Digest for 2025-12-14
⚙️ Projects
LightX2V
Light Video Generation Inference Framework.
embar
A Python ORM with types.
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.