Pinned Repositories
bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
Differentially-Private-Fine-tuning-of-Language-Models
vec2text
utilities for decoding deep representations (like sentence embeddings) back to text
private-transformers
A codebase that makes differentially private training of transformers easy.
Efficient-Survey
This a repository for storing minor thesis materials made by myself
SCDP
SCDP implementation for FL
visualization_flight
This is visualization project for flight statistics using D3
dp-transformers
Differentially-private transformers using HuggingFace and Opacus
DPSDA
[ICLR 2024] Generating DP Synthetic Data without Training
dsir
DSIR large-scale data selection framework for language model training
MarkDeng1's Repositories
MarkDeng1/Efficient-Survey
This a repository for storing minor thesis materials made by myself
MarkDeng1/SCDP
SCDP implementation for FL
MarkDeng1/visualization_flight
This is visualization project for flight statistics using D3