ludwig
autonlp
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ludwig | autonlp | |
---|---|---|
3 | 3 | |
10,753 | 680 | |
1.3% | - | |
9.5 | 7.3 | |
9 days ago | about 2 years ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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.
autonlp
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Classifying song lyrics with Natural Language Processing and AutoML
In this video, I use AutoNLP, an AutoML product designed by Hugging Face, to train a model that classifies song lyrics according to their genre.
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How I almost won an NLP competition without knowing any Machine Learning
If you want to win a Kaggle competition or to train a model for your business or pleasure, you can get started with AutoNLP here.
What are some alternatives?
OpenPrompt - An Open-Source Framework for Prompt-Learning.
nlp-recipes - Natural Language Processing Best Practices & Examples
data-structures-and-algorithms - Resources that I used to crack some big tech & startups interviews
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
ai-deadlines - :alarm_clock: AI conference deadline countdowns
Python_Storage_Tracker - Py Storage Tracker is a cross-platform command line tool using Python to track storage and other system related information.
mlnotify - đź”” No need to keep checking your training - just one import line and you'll know the second it's done.
this-word-does-not-exist - This Word Does Not Exist
spokestack-python - Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.
huggingface_hub - The official Python client for the Huggingface Hub.