todos-http-client
llm-classifier
| todos-http-client | llm-classifier | |
|---|---|---|
| 1 | 4 | |
| 10 | 191 | |
| - | 6.8% | |
| 3.9 | 7.4 | |
| 4 months ago | 12 days ago | |
| Java | Python | |
| - | GNU General Public License v3.0 or later |
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todos-http-client
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
What are some alternatives?
kafkaflow - Apache Kafka .NET Framework to create applications simple to use and extend.
ml-ferret
reor - Private & local AI personal knowledge management app.
llm-routing-agent - Agent that routes to different tools - LLM classifier SDK
langroid - Harness LLMs with Multi-Agent Programming
heynote - A dedicated scratchpad for developers
java-snapshot-testing - Facebook style snapshot testing for JAVA Tests
Deep_Object_Pose - Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)
harlequin - The SQL IDE for Your Terminal.
pong-wars
async-profiler - Sampling CPU and HEAP profiler for Java featuring AsyncGetCallTrace + perf_events
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.