Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)
☆31Apr 13, 2026Updated 3 weeks ago
Alternatives and similar repositories for LayerMerge
Users that are interested in LayerMerge are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆75Jan 6, 2024Updated 2 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 3 weeks ago
- ☆42Oct 31, 2024Updated last year
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 3 years ago
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆91Sep 13, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆41Feb 4, 2025Updated last year
- Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training☆11Jan 23, 2024Updated 2 years ago
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Jul 9, 2023Updated 2 years ago
- Code for "Multi-Objective GFlowNets"☆19Jul 12, 2023Updated 2 years ago
- ☆13Jul 3, 2024Updated last year
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆50Oct 10, 2024Updated last year
- ☆15Apr 25, 2023Updated 3 years ago
- A block oriented training approach for inference time optimization.☆34Aug 19, 2024Updated last year
- ☆27Dec 11, 2025Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.☆34Oct 18, 2022Updated 3 years ago
- EEZ Studio 中文版☆13Jun 20, 2025Updated 10 months ago
- Automated Design of Agentic Systems☆10Sep 7, 2024Updated last year
- ☆12Oct 9, 2023Updated 2 years ago
- Text-to-video generation: CogVideoX (2024) and CogVideo (ICLR 2023)☆17Sep 3, 2024Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆59Aug 9, 2024Updated last year
- Structured Neuron Level Pruning to compress Transformer-based models [ECCV'24]☆17Aug 7, 2024Updated last year
- Project repo for the paper SILT: Self-supervised Lighting Transfer Using Implicit Image Decomposition☆10Dec 17, 2021Updated 4 years ago
- [NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu,…☆19Dec 13, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆25Feb 27, 2025Updated last year
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆21Aug 13, 2025Updated 8 months ago
- ☆11Aug 13, 2024Updated last year
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆41Sep 9, 2025Updated 7 months ago
- Opara is a lightweight and resource-aware DNN Operator parallel scheduling framework to accelerate the execution of DNN inference on GPUs…☆23Dec 19, 2024Updated last year
- NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction (WACV24)☆19Jul 17, 2024Updated last year
- KANs and MLPs☆12Jun 7, 2024Updated last year
- Code for paper: Unraveling the Shift of Visual Information Flow in MLLMs: From Phased Interaction to Efficient Inference☆13Jun 7, 2025Updated 10 months ago
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆311Sep 16, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆16Mar 22, 2025Updated last year
- ☆21Oct 1, 2024Updated last year
- Contrastive self-supervised learning using Rényi divergence☆14Oct 21, 2022Updated 3 years ago
- ☆18Dec 2, 2024Updated last year
- Structured Pruning Adapters in PyTorch☆19Aug 30, 2023Updated 2 years ago
- KV cache compression via sparse coding☆17Oct 26, 2025Updated 6 months ago
- ☆14Dec 4, 2020Updated 5 years ago