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About Me 🚀

I am a dedicated NLP/ML researcher with a versatile background, bringing extensive expertise in machine learning, natural language processing, and computer vision. My profound passion centers around advancing foundation models in the realms of both NLP and computer vision, with a specific emphasis on Large Language Models (LLMs). Despite the incredible improvements in Large Language Models (LLMs) over the last few years, I believe they still face challenges that are yet to be solved, and I am excited about the opportunity to explore and contribute to advancements in this dynamic field.

Current Work

Currently, I am actively collaborating with the UC Santa Barbara NLP Group, playing a significant role in the development of robust evaluation metrics for text-to-image models. Our ongoing project, named "T2IScoreScore," specifically tackles the absence of comprehensive evaluation methods for assessing the faithfulness and consistency of text-to-image (T2I) models. Our goal is to create a highly comprehensive evaluation framework to enhance the quality of these models.

I firmly believe that building AI models from scratch is an exceptionally effective method of learning. Therefore, I am interested in implementing AI models from scratch, as I am convinced that this hands-on approach fosters a profound understanding of the field. This philosophy motivates my consistent pursuit of opportunities to engage in collaborative research projects within these domains. If you're interested in working together or have any questions about my research, please feel free to get in touch!

Mahsa Khosh's Projects

arenaa icon arenaa

Config files for my GitHub profile.

courses icon courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

cs-285 icon cs-285

Berkeley CS 285 Deep Reinforcement Learning, Decision Making, and Control Fall 2022

cs294-158 icon cs294-158

This repository contains my homework for CS294-158 course presented in UC Berkeley

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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