[NeurIPS2024] "Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design", Ruisi Cai, Yeonju Ro, Geon-Woo Kim, Peihao Wang, Babak Ehteshami Bejnordi, Aditya Akella, Zhangyang Wang
☆16Dec 16, 2024Updated last year
Alternatives and similar repositories for READ-ME
Users that are interested in READ-ME are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code release for AdapMoE accepted by ICCAD 2024☆40Apr 28, 2025Updated last year
- Explore Inter-layer Expert Affinity in MoE Model Inference☆17May 6, 2024Updated 2 years ago
- ☆11Feb 7, 2025Updated last year
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 4 years ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 11 months ago
- 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.
- [ICLR 2025] DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models☆20Mar 25, 2025Updated last year
- ☆28Dec 22, 2024Updated last year
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆165Jul 9, 2025Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Dec 6, 2023Updated 2 years ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Sep 7, 2024Updated 2 years ago
- [ICLR 2025] MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts☆281Oct 16, 2024Updated 2 years ago
- ☆18Jan 11, 2026Updated 9 months ago
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- ☆13Apr 27, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated last year
- [NeurIPS 2025] Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation.☆14Jul 28, 2026Updated 3 months ago
- GPU operators for sparse tensor operations☆37Mar 11, 2024Updated 2 years ago
- [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Z…☆125Dec 29, 2021Updated 4 years ago
- ☆13Oct 13, 2025Updated last year
- Code for "Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs"☆19Nov 6, 2025Updated 11 months ago
- Code for the paper "Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents"☆14Oct 29, 2025Updated last year
- Code Repository for the NeurIPS 2024 Paper "Toward Efficient Inference for Mixture of Experts".☆19Oct 30, 2024Updated last year
- [ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang☆26Dec 30, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A longitudinal reliability benchmark foundation for agent lifespan engineering.☆16Jun 5, 2026Updated 4 months ago
- ☆13Mar 17, 2023Updated 3 years ago
- A Forth J1 emulator in C☆14Nov 25, 2025Updated 11 months ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆111Jun 20, 2025Updated last year
- Chrome Extention to Recover streamed PDFs from web tabs☆14Jul 24, 2026Updated 3 months ago
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆19Jul 21, 2024Updated 2 years ago
- ☆11Mar 20, 2023Updated 3 years ago
- ☆11Oct 7, 2023Updated 3 years ago
- This is the accompanying code for our arxiv pre-print: "BoolNet: Minimizing the Energy Consumption of Binary Neural Networks"☆11Sep 17, 2021Updated 5 years 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.
- CamelForth in C for RP2040 Raspberry Pi Pico. A Forth by Dr Brad Rodriguez - ported to RP2040 by wa1tnr - Forth interpreter is on the RP2…☆12Oct 27, 2021Updated 5 years ago
- Various experiments related to AGI☆12Nov 23, 2024Updated last year
- [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#☆79Feb 12, 2025Updated last year
- [NSDI25] AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training☆37May 2, 2025Updated last year
- ☆10Jul 4, 2024Updated 2 years ago
- [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen…☆28Aug 29, 2023Updated 3 years ago
- 模型加速/模型压缩（已完成所有Lab）☆11Dec 24, 2023Updated 2 years ago