8000 yunchenlo (Yun-Chen Lo) / Starred · GitHub
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  • National Tsing Hua University (NTHU)
  • Boston, MA

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Hands-On Practical MLIR Tutorial

C++ 502 72 Updated Oct 20, 2023

QLoRA: Efficient Finetuning of Quantized LLMs

Jupyter Notebook 10,491 854 Updated Jun 10, 2024

A curated list of resources dedicated to Python libraries, LLMs, dictionaries, and corpora of NLP for Japanese

818 31 Updated Jun 9, 2025

FpgaNIC is an FPGA-based Versatile 100Gb SmartNIC for GPUs [ATC 22]

TeX 127 18 Updated Aug 17, 2023
Python 3,693 364 Updated May 13, 2025

A simple screen parsing tool towards pure vision based GUI agent

Jupyter Notebook 22,417 1,883 Updated Mar 26, 2025

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

Python 1,593 195 Updated May 7, 2025
Python 51 4 Updated Jul 18, 2024

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

Python 25,124 3,872 Updated May 29, 2025

DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling

Python 5,442 616 Updated Jun 11, 2025

Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.

Python 394 40 Updated Nov 26, 2024

[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

Python 2,018 103 Updated Jun 13, 2025

Genome modeling and design across all domains of life

Jupyter Notebook 2,855 310 Updated May 28, 2025

The Robot Operating System, is a meta operating system for robots.

4,227 754 Updated May 23, 2025

Verilog Ethernet components for FPGA implementation

Verilog 2,597 764 Updated Feb 27, 2025

OpenTitan: Open source silicon root of trust

SystemVerilog 2,851 856 Updated Jun 13, 2025

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

Python 14,489 1,877 Updated Jun 14, 2025

Large Context Attention

Python 715 53 Updated Jan 24, 2025

A bibliography and survey of the papers surrounding o1

TeX 1,199 50 Updated Nov 16, 2024

Network Development Kit (NDK) for FPGA cards with example application

VHDL 55 10 Updated Jun 13, 2025
Python 212 17 Updated Jan 23, 2025

Verilog evaluation benchmark for large language model

SystemVerilog 274 48 Updated Feb 7, 2025

FlashInfer: Kernel Library for LLM Serving

Cuda 3,172 327 Updated Jun 13, 2025

A dual clock asynchronous FIFO written in verilog, tested with Icarus Verilog

Verilog 351 83 Updated Apr 30, 2024

Simple 8-bit UART realization on Verilog HDL.

Verilog 105 19 Updated Apr 27, 2024
Verilog 31 Updated May 18, 2024

Codebase for Aria - an Open Multimodal Native MoE

Jupyter Notebook 1,048 85 Updated Jan 22, 2025

Fastest kernels written from scratch

Cuda 279 38 Updated Apr 3, 2025
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