A curated list of early exiting (LLM, CV, NLP, etc)
☆74Aug 21, 2024Updated 2 years ago
Alternatives and similar repositories for early-exit-papers
Users that are interested in early-exit-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆83Jun 14, 2024Updated 2 years ago
- A curated list of Early Exiting papers, benchmarks, and misc.☆119Oct 26, 2023Updated 3 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆67Sep 28, 2024Updated 2 years ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆379Jul 20, 2026Updated 3 months ago
- AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference☆21Jan 24, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆20Aug 19, 2024Updated 2 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 4 years ago
- ☆138Oct 3, 2023Updated 3 years ago
- Miro[ACM MobiCom '23] Cost-effective On-device Continual Learning over Memory Hierarchy with Miro☆16Feb 1, 2024Updated 2 years ago
- Pytorch implementation of EENets☆21Sep 9, 2024Updated 2 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- ☆16Oct 3, 2023Updated 3 years ago
- A pre-trained model with multi-exit transformer architecture.☆57Dec 10, 2022Updated 3 years ago
- ☆16Jul 1, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆39Mar 9, 2026Updated 7 months ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆46Oct 26, 2023Updated 3 years ago
- [ACL 2026 main] DGPO: Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities☆13Jul 26, 2026Updated 3 months ago
- ☆22Mar 16, 2024Updated 2 years ago
- PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"☆13Oct 25, 2024Updated 2 years ago
- LifeBench: A Benchmark for Long-Horizon Multi-Source Memory☆22Oct 26, 2026Updated last week
- This repository is established to store personal notes and annotated papers during daily research.☆200Jun 28, 2026Updated 4 months ago
- ☆22Jan 15, 2024Updated 2 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Feb 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Sep 19, 2019Updated 7 years ago
- ☆15Apr 11, 2024Updated 2 years ago
- Official code repository for "Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse [VLDB 25]"☆12Jul 8, 2026Updated 3 months ago
- Source code of "DISCO: Diversifying Sample Condensation for Efficient Model Evaluation"☆12Apr 7, 2026Updated 7 months ago
- ☆14Nov 24, 2022Updated 3 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated last year
- ☆12Mar 2, 2026Updated 8 months ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆22Dec 8, 2022Updated 3 years ago
- [ICML 2025] LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning☆12Oct 1, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆101Jan 17, 2024Updated 2 years ago
- The open-source Mixture of Depths code and the official implementation of the paper "Router-Tuning: A Simple and Effective Approach for E…☆34Oct 2, 2026Updated last month
- ☆10Feb 26, 2026Updated 8 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆176Jun 20, 2024Updated 2 years ago
- [EMNLP2026 Main] Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆141Jul 25, 2026Updated 3 months ago
- Adaptive Video Streaming with Layered Neural Codecs☆44Apr 1, 2022Updated 4 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago