Kevin Cheng

Master's

Electrical Engineering

Shanghai Houmo Intelligent Technology

LLM Performance Intern

- Developed and deployed text analysis functionality of a 7B-parameter LLM model for text interpretation in Python with an accuracy of over 75% using LSTM and transformers and improved the performance to up to 83% accuracy - Experimented the same model with the alternative architecture of non-Transformer layers, achieving an overall - Evaluated the performance of predominant online file parsing LLMs, and tested with built the model with over 10