Language-games
AiFilter
| Language-games | AiFilter | |
|---|---|---|
| 3 | 2 | |
| 97 | 50 | |
| - | - | |
| 10.0 | 5.9 | |
| over 4 years ago | 3 months ago | |
| Python | JavaScript | |
| MIT License | - |
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Language-games
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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
AiFilter
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Ask HN: What have you built with LLMs?
A Twitter filter to take back control of your social media feed from recommendation engines. Put in natural language instructions like "Only show tweets about machine learning, artificial intelligence, and large language models. Hide everything else" and it will filter out all the tweets that you tell it to.
Runs on a local LLM, because even using GPT3 costs would have added up quickly.
Currently requires CUDA and uses a 10.7B model but if anyone wants to try a smaller one and report results let me know on github and I can give some help.
https://github.com/thomasj02/AiFilter
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Show HN: AI-Powered Twitter Filter
While exploring new applications for local LLMs, I built a Chrome extension that filters your Twitter feed based on natural language instructions.
For instance, you can instruct it to "Hide all tweets, except for tweets about machine learning (ML), artificial intelligence (AI) and large language models (LLMs)."
I've tested it and got good results with a 10B parameter model, but I suspect a high-quality small model like Phi-2 might work almost as well.
It's open source and available at https://github.com/thomasj02/AiFilter
Video demo: https://www.youtube.com/watch?v=CligVVTC5io
What are some alternatives?
gpt_jailbreak_status - This is a repository that aims to provide updates on the status of jailbreaking the OpenAI GPT language model.
data-analytics - Welcome to the Data-Analytics repository
Constrained-Text-Generation-Studio - Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
Constrained-Text-Genera
BrowserGPT - Command your browser with GPT
datadm - DataDM is your private data assistant. Slide into your data's DMs
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
flask-socketio-llm-completions - Chatroom app where messages are sent to GPT, Claude, Mistral, Together, Groq AI and streamed to the frontend.
flask-socketio-llm-com
Spliit - Free and Open Source alternative to Splitwise. Share expenses with your friends and family.
OpenAAC - Open Augmentative and Alternative Communication