Qirun Dai's Projects
Homework File for ECS230: Applied Numerical Linear Algebra taken at UC Davis during 23fall.
Final Project for AI (COMP130031.02) on few-shot learning/contrastive learning taken at Fudan University during 2023 spring.
Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"
Simple CIFAR-10 classification with ConvMixer. Adapted for FFA.
Forward-Forward Algorithm(FFA) Implementation adapted from mohammadpz.
Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm (Officially Recommended by Hinton)
Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning
Inference code for LLaMA models
Fast inference from large lauguage models via speculative decoding
Official Code for "Non-deep Networks". Adapted for 1.CIFAR10 dataset 2.FFA.
Examples and guides for using the OpenAI API
Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models