Name: Yifei Zuo
Type: User
Company: University of Science and Technology of China
Bio: Currently pursuing my undergraduate degree in the Artificial Intelligence Honors Program at the University of Science and Technology of China
Location: Heifei, Anhui
Blog: https://dune-z.github.io/
Yifei Zuo's Projects
Blockchain dark forest selfguard handbook. Master these, master the security of your cryptocurrency.
Minimalist ML framework for Rust
Redesigned course project for Compiler Principle 2023 Fall
Datalog compiler embedded in Rust as a procedural macro
Fast and memory-efficient exact attention
FlashInfer: Kernel Library for LLM Serving
Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput generation.
Language Modeling with the H3 State Space Model
Empowering everyone towards next generation AI and software.
A massively parallel, optimal functional runtime in Rust
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
Course project for EE3001 Machine Learning
Serving multiple LoRA finetuned LLM as one
A robot control program based on STM32F103ZET6.
A generic framework for on-demand, incrementalized computation. Inspired by adapton, glimmer, and rustc's query system.