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Undergrad@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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