llm-classifier
java-snapshot-testing
| llm-classifier | java-snapshot-testing | |
|---|---|---|
| 4 | 2 | |
| 186 | 104 | |
| 12.9% | -1.9% | |
| 7.8 | 3.4 | |
| about 2 months ago | 5 days ago | |
| Python | Java | |
| GNU General Public License v3.0 or later | MIT License |
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llm-classifier
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Lessons after a Half-billion GPT Tokens
We do this for the null hypothesis - is uses an LLM to bootstrap a binary classifier - which handles null easily
https://github.com/lamini-ai/llm-classifier
- FLaNK Stack 29 Jan 2024
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Good old-fashioned AI remains viable in spite of the rise of LLMs
LLMs introduced zero-shot learning, or “prompt engineering” which is drastically easier to use and more effective than labeling data.
You can also retrofit “prompt engineering” onto good old fashion ML like text classifiers. I wrote a library to do just that here: https://github.com/lamini-ai/llm-classifier
IMO, it’s a short matter of time before this takes over all of what used to be called “deep learning”.
- How to use a LLM to classify text
java-snapshot-testing
- FLaNK Stack 29 Jan 2024
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📸 Snapshot Testing with Kotlin
In this PoC I will use origin-energy/java-snapshot-testing and as stated in "the testing framework loved by lazy productive devs" I use it whenever I find myself manually saving test expectations as text files 😅
What are some alternatives?
ml-ferret
pong-wars
reor - Private & local AI personal knowledge management app.
llm-routing-agent - Agent that routes to different tools - LLM classifier SDK
finagg - A Python package for aggregating and normalizing historical data from popular and free financial APIs.
langroid - Harness LLMs with Multi-Agent Programming
datatrove - Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
heynote - A dedicated scratchpad for developers
JavaGuide - 「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！
Deep_Object_Pose - Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)