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JP's Projects

camlab icon camlab

Going through the content within CamLab, while at Cambridge, UK

dsa-uc-berkeley icon dsa-uc-berkeley

Practicing content from the UC Berkeley Data structures and algos course.

escalaition icon escalaition

Repo for the paper on Escalation Risks of AI systems

gnt_gatech_reimplemtation icon gnt_gatech_reimplemtation

GaTech Reimplementation of [ICLR 2023] "Is Attention All NeRF Needs?" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang

llavalocal icon llavalocal

Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

llm_sycophancy icon llm_sycophancy

This project focuses on the work of understanding sycophantic behavior within LLMs.

lm-exp icon lm-exp

LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces

polysemantic-neurons icon polysemantic-neurons

Analysis on whether neurons in a deep neural net are activated by multiple sets of meaning. Inspired by work from Neel Nanda & Anthropic.

pygraftlocal icon pygraftlocal

Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips

scgpt icon scgpt

GPT based model that focuses on predicting single cell and gene behavior.

transformerslocal icon transformerslocal

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

weaviate icon weaviate

Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

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