MrLYG

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UNIVERSITY OF SOUTHERN CALIFORNIA

Los Angeles

KEN's starred repositories

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Language:PythonMIT1015100

mPLUG-HalOwl

mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating

Language:PythonMIT6800

transformer_from_scartch

Writing a transformer from 0 to 1, and a translation example using it.

Language:Python100

pytorch-transformer

Attention is all you need implementation

Language:Jupyter Notebook52200

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

Language:HTMLApache-2.0872000

HPOD

AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection

Language:Python800

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language:PythonAGPL-3.0817400

rocketmq-operator

Apache RocketMQ Operator

Language:GoApache-2.031200

FedAIoT

[DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

Language:PythonApache-2.04600

website

Hack for LA's website

Language:JavaScriptGPL-2.030000

k8s-club

K8s-club for learn, share and explore the K8s world :)

BSD-3-Clause40400

sparse-random-networks

Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".

Language:PythonMIT2700

FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Language:PythonApache-2.0413200

DocQA

Question Answering with Custom FIles using LLMs

Language:Python28000

opencost

Cost monitoring for Kubernetes workloads and cloud costs

Language:GoApache-2.0503300

apptainer

Apptainer: Application containers for Linux

Language:GoNOASSERTION103600

ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.03852200

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Language:PythonNOASSERTION26795500

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Language:Jupyter NotebookMIT2257700

client-go

Go client for Kubernetes.

Language:GoApache-2.0889300

goreleaser

Deliver Go binaries as fast and easily as possible

Language:GoMIT1356000

cog

Containers for machine learning

Language:PythonApache-2.0767600

k8s-source-code-analysis

《k8s-1.13版本源码分析》

Apache-2.0104500

ablator

Model Ablation Tool-Kit for Deep Learning Model

Language:PythonGPL-3.0100

python-rclone

A Python wrapper for rclone and eliminating the need for pre-installation of rclone.

Language:PythonMIT100

translationCSAPP

为 CSAPP 视频课程提供字幕，翻译 PPT，Lab。

Language:Python266000

weloveinterns

PLCT Lab ❤️ Interns!

Language:HTMLCC-BY-SA-4.058700

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Language:Jupyter NotebookMIT994100

New-Grad-Positions

A collection of full time roles in SWE, Quant, and PM for new grads.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Language:Shell5003800