A curated list of early exiting (LLM, CV, NLP, etc)
☆74Aug 21, 2024Updated last year
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:
- A curated list of Early Exiting papers, benchmarks, and misc.☆119Oct 26, 2023Updated 2 years ago
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆80Jun 14, 2024Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆47Oct 26, 2023Updated 2 years ago
- ☆138Oct 3, 2023Updated 2 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆65Sep 28, 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.
- ☆10Sep 14, 2023Updated 2 years ago
- Experiments with representation engineering☆14Feb 28, 2024Updated 2 years ago
- Work in progress LLM framework.☆16Oct 31, 2024Updated last year
- ☆10Jul 4, 2022Updated 3 years ago
- ☆15Apr 11, 2024Updated 2 years ago
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆12Nov 15, 2022Updated 3 years ago
- A co-design architecture on sparse attention☆55Aug 23, 2021Updated 4 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Feb 11, 2023Updated 3 years ago
- ☆13Nov 24, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Miro[ACM MobiCom '23] Cost-effective On-device Continual Learning over Memory Hierarchy with Miro☆16Feb 1, 2024Updated 2 years ago
- Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction☆10May 25, 2022Updated 4 years ago
- AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference☆20Jan 24, 2025Updated last year
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- A curated reading list of research in Adaptive Computation, Inference-Time Computation & Mixture of Experts (MoE).☆161Jan 1, 2025Updated last year
- APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding☆14Jul 22, 2024Updated last year
- [Findings@ACL'26] LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing☆60Apr 6, 2026Updated last month
- Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals; ACL 2024☆13May 24, 2024Updated 2 years ago
- Survey Paper List - Efficient LLM and Foundation Models☆265Sep 22, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Vocabulary Parallelism☆26Mar 10, 2025Updated last year
- Unofficial wheels for some machine-learning Python libraries, for the Nvidia Jetson Nano.☆18Aug 24, 2021Updated 4 years ago
- SIEVE: Multimodal Dataset Pruning using Image-Captioning Models (CVPR 2024)☆19Apr 28, 2024Updated 2 years ago
- [ICLR 2026] The official implementation of the paper “Anchored Supervised Fine-Tuning”☆41May 8, 2026Updated 3 weeks ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆13Jan 7, 2018Updated 8 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- Explore, Establish, Exploit: Red Teaming Language Models from Scratch☆15Jun 21, 2023Updated 2 years ago
- TOKEN-IMPORTANCE GUIDED DIRECT PREFERENCE OPTIMIZATION☆36Jan 26, 2026Updated 4 months ago
- ☆13Jul 4, 2019Updated 6 years ago
- 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.
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆15Jun 9, 2020Updated 5 years ago
- ☆12Apr 23, 2026Updated last month
- This is the official code for UGTs.☆13Feb 8, 2023Updated 3 years ago
- ☆10Apr 20, 2023Updated 3 years ago
- Concise Reasoning via Reinforcement Learning☆13Apr 16, 2025Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆196Updated this week
- ☆16Sep 6, 2024Updated last year