snu-mllab / LayerMergeLinks
Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)
☆30Updated last year
Alternatives and similar repositories for LayerMerge
Users that are interested in LayerMerge are comparing it to the libraries listed below
Sorting:
- Are gradient information useful for pruning of LLMs?☆47Updated 3 months ago
- ☆188Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆51Updated 3 months ago
- Official PyTorch Implementation for Paper "No More Adam: Learning Rate Scaling at Initialization is All You Need"☆54Updated 10 months ago
- The official repo of continuous speculative decoding☆31Updated 8 months ago
- Triton implement of bi-directional (non-causal) linear attention☆57Updated 10 months ago
- The official implementation of the paper "Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation"☆21Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆27Updated 4 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year
- Official implementation of ECCV24 paper: POA☆24Updated last year
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆49Updated last year
- Official Pytorch Implementation of Self-emerging Token Labeling☆35Updated last year
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…☆66Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- TerDiT: Ternary Diffusion Models with Transformers☆72Updated last year
- [CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference☆30Updated last year
- Work in progress.☆75Updated 2 weeks ago
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆33Updated 5 months ago
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆57Updated 8 months ago
- The open source implementation of the model from "Scaling Vision Transformers to 22 Billion Parameters"☆31Updated last month
- A repository for DenseSSMs☆89Updated last year
- Code repository for the public reproduction of the language modelling experiments on "MatFormer: Nested Transformer for Elastic Inference…☆30Updated 2 years ago
- A big_vision inspired repo that implements a generic Auto-Encoder class capable in representation learning and generative modeling.☆34Updated last year
- [ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models☆36Updated last year
- imagetokenizer is a python package, helps you encoder visuals and generate visuals token ids from codebook, supports both image and video…☆37Updated last year
- ☆27Updated 8 months ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆74Updated 3 years ago
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆134Updated last month