ludwig
piccolo
| ludwig | piccolo | |
|---|---|---|
| 3 | 7 | |
| 10,801 | 1,272 | |
| 0.8% | 2.0% | |
| 9.5 | 8.4 | |
| 9 days ago | 13 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ludwig
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Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing
This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
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Python projects with best practices on Github?
Two random examples I found from 30 seconds of googling: Here’s Netflix using it in their crisis management tool, and here’s Uber using it in their deep learning framework.
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Most Frequent 600 Coding Questions on LeetCode
They list themselves all over the internet as an "open source contributor" to Uber, which as far I can tell is based entirely on... reporting that there was an issue with a favicon. To me, it seems like they'll be cheating anybody who employs them based on this, ahem, "experience". And that feels like the tip of the iceberg.
piccolo
- Piccolo, a Lightweight and Async Pydantic V2 Python ORM
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[Guide] A Tour Through the Python Framework Galaxy: Discovering the Stars
Try Piccolo instead of SQLAlchemy
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Python projects with best practices on Github?
One other project that I enjoyed reading - to integrate with, is Picollo ORM (https://github.com/piccolo-orm/piccolo). The code is really readable.
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Piccolo - a modern, async query builder / ORM for Postgres
Hi, I'm a big fan of Postgres, and have been working on Piccolo for the last few years.
- GitHub - piccolo-orm/piccolo: A fast, user friendly ORM and query builder which supports asyncio.
- Piccolo: Python fast, user friendly ORM and query builder with asyncio
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Piccolo, an async query builder and ORM for Python
Give Piccolo a go. It is already being used in production, and is improving at a rapid pace. If you have any feedback or questions, let us know on Github. Thanks!
What are some alternatives?
nlp-recipes - Natural Language Processing Best Practices & Examples
tortoise-orm - Familiar asyncio ORM for python, built with relations in mind
data-structures-and-algorithms - Resources that I used to crack some big tech & startups interviews
asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
prisma-client-py - Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
piccolo_admin - A powerful web admin for your database.
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
django-firebird - Firebird SQL backend for Django web framework
ai-deadlines - :alarm_clock: AI conference deadline countdowns
yt-dlp-bot - Self-hosted Video Download Telegram Bot 🇺🇦