Academic Survey Paper Generation.

D^2-MoE: Delta Decompression for MoE-based LLMs Compression

Codebase for Merging Language Models (ICML 2024)

An Awesome Collection for LLM Survey

OLMoE: Open Mixture-of-Experts Language Models

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

A reading list on LLM based Synthetic Data Generation 🔥

Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)

This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)

Reproduced the popular Facebook game -- Tetris Battle! Also provided openAI environments.

PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"

PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"

https://ylsung.github.io/

Implementation of semi-supervised learning using PyTorch Lightning

Awesome-Low-Rank-Adaptation

[ICML2024] DetKDS: Knowledge Distillation Search for Object Detectors

LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.

Awesome list for LLM quantization

Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs

Auto-Prox-AAAI24

Customized ID Consistent for human