A comprehensive framework to test audio comprehension of Large Audio Language Models.

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

A quick guide (especially) for trending instruction finetuning datasets

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

Awesome-LLM: a curated list of Large Language Model

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

Large Language Model (LLM) Systems Paper List

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…

An open collection of implementation tips, tricks and resources for training large language models

Hackable and optimized Transformers building blocks, supporting a composable construction.

MartianBank is a microservices demo application that allows customers to access and manage their bank accounts, perform financial transactions, locate ATMs, and apply for loans.

Code for Paper: “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors

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

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such…

AllSpark is a simple building block for quickly building web microservice deployments for demo purposes.

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

✨✨Latest Advances on Multimodal Large Language Models

A curated list of Microservice Architecture related principles and technologies.

Benchmark of federated learning. Dedicated to the community. 🤗

OpenClarity is an open source platform built to enhance security and observability of cloud native applications and infrastructure

Ongoing research training transformer models at scale

Source code for the X Recommendation Algorithm

The agent engineering platform

This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).

The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".