anonymous's Projects
AGMC: Auto Graph encoder-decoder for Model Compression and Network Acceleration
An experimental open-source attempt to make GPT-4 fully autonomous.
Awesome LLM compression research papers and tools.
BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
ALCF Computational Performance Workshop
Example models using DeepSpeed
A library for federated learning (a distributed machine learning process) in an enterprise environment.
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Website for HPC FAIR
Tips for Writing a Research Paper using LaTeX
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
Neural Network Compression Framework for enhanced OpenVINOβ’ inference
One Foundation Model Fits All: Single-stage Foundation Model Training with Zero-shot Deployment
π Guides, papers, lecture, notebooks and resources for prompt engineering
Codebase for Image Classification Research, written in PyTorch.
The ALCF hosts a regular simulation, data, and learning workshop to help users scale their data science workflows. This workshop agenda repo focuses on AI capabilities at scale.
SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning