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Pursuing a Bachelor's degree in Artificial Intelligence at the University of Science and Technology of China.

Yifei Zuo's Projects

candle icon candle

Minimalist ML framework for Rust

crepe icon crepe

Datalog compiler embedded in Rust as a procedural macro

flexgen-purnedinference icon flexgen-purnedinference

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput generation.

h3 icon h3

Language Modeling with the H3 State Space Model

husky icon husky

Empowering everyone towards next generation AI and software.

hvm icon hvm

A massively parallel, optimal functional runtime in Rust

itransformer icon itransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

lance icon lance

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 icon lightning-attention

Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

punica icon punica

Serving multiple LoRA finetuned LLM as one

salsa icon salsa

A generic framework for on-demand, incrementalized computation. Inspired by adapton, glimmer, and rustc's query system.

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