Pinned Repositories
FederatedScope
An easy-to-use federated learning platform
llm-sp
Papers and resources related to the security and privacy of LLMs 🤖
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Awesome-LLMs-Evaluation-Papers
The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.
analysing_pii_leakage
The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word prediction language models.
opacus
Training PyTorch models with differential privacy
LLM-Factuality-Survey
The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
Awesome-LLM-Safety
A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the safety implications, challenges, and advancements surrounding these powerful models.
DePT
[ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"
KKNakkav2's Repositories
KKNakkav2/Awesome-LLMs-Evaluation-Papers
The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.