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Language-games reviews and mentions
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Ask HN: What have you built with LLMs?
I was working on this stuff before it was cool, so in the sense of the precursor to LLMs (and sometimes supporting LLMs still) I've built many things:
1. Games you can play with word2vec or related models (could be drop in replaced with sentence transformer). It's crazy that this is 5 years old now: https://github.com/Hellisotherpeople/Language-games
2. "Constrained Text Generation Studio" - A research project I wrote when I was trying to solve LLM's inability to follow syntactic, phonetic, or semantic constraints: https://github.com/Hellisotherpeople/Constrained-Text-Genera...
3. DebateKG - A bunch of "Semantic Knowledge Graphs" built on my pet debate evidence dataset (LLM backed embeddings indexes synchronized with a graphDB and a sqlDB via txtai). Can create compelling policy debate cases https://github.com/Hellisotherpeople/DebateKG
4. My failed attempt at a good extractive summarizer. My life work is dedicated to one day solving the problems I tried to fix with this project: https://github.com/Hellisotherpeople/CX_DB8
- The Limits of GPT-3 and Similar Large Language Models
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Semantle
I wrote a set of "language games" using word embeddings. Very similar to what's shown here.
https://github.com/Hellisotherpeople/Language-games
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A note from our sponsor - WorkOS
workos.com | 28 Apr 2024
Stats
Hellisotherpeople/Language-games is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of Language-games is Python.
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