Tianyi Peng's repositories
Colab_for_Alpaca_Lora
Here is a Google Colab Notebook for fine-tuning Alpaca Lora (within 3 hours with a 40GB A100 GPU)
causaltensor
A python package for causal inference in panels
alpaca-lora
Instruct-tune LLaMA on consumer hardware
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Entrywise_Anomaly_Detection
Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
matrix-completion
Lightweight Python library for in-memory matrix completion.
ECE408
CUDA Programming
knowledge_gpt
Accurate answers and instant citations for your documents.
llamaindex-chat-with-student-handbook
Build a chatbot powered by LlamaIndex with the contents of the Columbia Student Handbook (or your own data).
LLMBatchedCall
A python library for invoking LLM APIs with a massive set of queries
LLMRiddles
Open-Source Reproduction/Demo of the LLM Riddles Game
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
python-us
A package for easily working with US and state metadata (resolving the jellyfish package for MAC ARM architecture))
scikit-learn
scikit-learn: machine learning in Python
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
tianyipeng.github.io
Personal website
Uncertainty-Quantification-For-Low-Rank-Matrix-Completion
Source code for the paper "Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise""
vscode-docs
Public documentation for Visual Studio Code
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.