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Name: Vibhor Kumar

Type: User

Location: Santa Monica

👋

AI, Research, Engineering, Philosophy

Hi! My name is Vibhor Kumar. I'm a computer scientist, amateur neuroscientist, and armchair philosopher of science. I like working at the intersection of the theoretical and applied. My work has been involved in mapping fly brains, catching financial fraud, and generating assets of various types using AI.

I currently work on the Trust & Safety team @Tinder where I combine skills in ML, Data Science, and Backend to catch bad actors and keep Tinder safe. I also advise AI startups on the side.

Feel free to check out my personal website at veezbo.com to learn more!

📚🧠 I’m currently working on

AkkadianOracle: Understanding Ancient Peoples through Conversation

Repo: https://github.com/veezbo/akkadian_oracle
Live Demo: https://poe.com/AkkadianOracle

A chatbot built using the Poe platform on top of ChatGPT and GPT-4 with Retrieval-Augmented Generation (RAG) with my released Akkadian English corpus

Additional experiments involve pre-trained LLM fine-tuning as well as PEFT (with QLoRA). Notebooks included in the repo.

Research paper to be posted soon

Llourney: Stable Diffusion with a fine-tuned LLM instead of CLIP

Repo: https://github.com/veezbo/llourney-dev
Collaborators: @dg845 @andrewryanchama

Exploring the feasibility of replacing CLIP with an LLM fine-tuned using a frozen Stable Diffusion model and diffusion training loop.

🌐🤝 Recent contributions to open-source AI

veezbo/akkadian_oracle
veezbo/akkadian_english_corpus - corresponding HuggingFace dataset
outlines-dev/outlines#287
huggingface/transformers#25807

🔗 Connect with me

Vibhor Kumar's Projects

akkadian_english_corpus

Cleaned Akkadian English Corpus for LLMs

akkadian_oracle

Implementation of a chatbot that lets you communicate with someone from 3000 years ago in Ancient Mesopotamia. How does their common sense understanding and worldview differ from yours?