IronMan's repositories
Multi-LoRA-Composition
Repository for the Paper "Multi-LoRA Composition for Image Generation"
res-adapter
Official implementation of "ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models".
Switch-DiT
Official pytorch implementation of "Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts"
APQ-DM
This is the official pytorch implementation for the paper: Towards Accurate Post-training Quantization for Diffusion Models.(CVPR24)
Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
DiffusionNAG
Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)
DiS
Scalable Diffusion Models with State Space Backbone
EfficientDM
[ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models"
FouriScale
Official implementation of FouriScale
FRDiff
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models
LMM-Pruning
A simple and effective LMM pruning approach.
loretta
[NAACL 24] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
MACE
[CVPR 2024] "MACE: Mass Concept Erasure in Diffusion Models" (Official Implementation)
PAE
[CVPR 2024] Dynamic Prompt Optimizing for Text-to-Image Generation
peta
Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"
PlainMamba
PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition
RepresentationSurgery
Representation Surgery for Multi-Task Model Merging. Arxiv, 2024.
shortened-llm
Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]
T-GATE
Accelerating Text-to-Image Diffusion Model for Free
TFMQ-DM
[CVPR 2024] TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
TOVA
Token Omission Via Attention
VideoMamba
VideoMamba: State Space Model for Efficient Video Understanding
VidToMe
Official Pytorch Implementation for "VidToMe: Video Token Merging for Zero-Shot Video Editing" (CVPR 2024)
zigma
The official implementation of "ZigMa: A DiT-Style Mamba-based Diffusion Model