offthewallace
PhD@PSU CSE. I am working on differential privacy/LLM and interested in how private DP synthetic data ( from LLM or MM ) would be.
Penn StateState College
offthewallace's Stars
SamuelSchmidgall/AgentLaboratory
Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas
anthropics/anthropic-cookbook
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
pengr/LLM-Synthetic-Data
Real-time, fine-grained reading list on LLM-synthetic-data.🔥
tldrsec/prompt-injection-defenses
Every practical and proposed defense against prompt injection.
phycholosogy/RAG-privacy
The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk on RAG.
eth-sri/llmprivacy
ydyjya/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.
mdy666/vllm-infer
RenzeLou/AAAR-1.0
The source code for running LLMs on the AAAR-1.0 benchmark.
chawins/llm-sp
Papers and resources related to the security and privacy of LLMs 🤖
lyogavin/airllm
AirLLM 70B inference with single 4GB GPU
bytedance/HLLM
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
sjmeis/DPMLM
Repository containing the code for the ACL Findings paper "DP-MLM: Differentially Private Text Rewriting Using Masked Language Models"
ThuCCSLab/Awesome-LM-SSP
A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
xerial/dp-readings
Readings in Differential Privacy
WUSTL-CSPL/LLMJailbreak
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
phidatahq/phidata
Build multi-modal Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.
ggerganov/llama.cpp
LLM inference in C/C++
likejazz/llama3.np
llama3.np is a pure NumPy implementation for Llama 3 model.
bkitano/llama-from-scratch
Llama from scratch, or How to implement a paper without crying
naklecha/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
DAMO-NLP-SG/LLM-R2
unslothai/unsloth
Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
JushBJJ/Mr.-Ranedeer-AI-Tutor
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
linyiLYi/bilibot
A local chatbot fine-tuned by bilibili user comments.
danieljpalmer/llm-analyst
LLM powered agent that analyses SQL databases.
EgoAlpha/prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
Wind-Gone/awesome-ai4db-paper
Paper related to AI4DB techniques