[ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal, Shiwei Liu, Zhangyang Wang
☆56Feb 28, 2023Updated 3 years ago
Alternatives and similar repositories for Random-MoE-as-Dropout
Users that are interested in Random-MoE-as-Dropout are comparing it to the libraries listed below
Sorting:
- sigma-MoE layer☆21Jan 5, 2024Updated 2 years ago
- Mixture of Attention Heads☆51Oct 10, 2022Updated 3 years ago
- This package implements THOR: Transformer with Stochastic Experts.☆64Oct 7, 2021Updated 4 years ago
- Official code for the paper "Attention as a Hypernetwork"☆51Feb 24, 2026Updated last week
- [ACL 2023 Findings] Emergent Modularity in Pre-trained Transformers☆26Jun 7, 2023Updated 2 years ago
- ☆29May 24, 2024Updated last year
- ☆17Jun 11, 2025Updated 8 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated 10 months ago
- ☆143Jul 21, 2024Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Dec 6, 2023Updated 2 years ago
- ☆19Oct 31, 2022Updated 3 years ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆20Feb 16, 2024Updated 2 years ago
- ☆122Feb 4, 2026Updated last month
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆44Feb 18, 2026Updated 2 weeks ago
- Official PyTorch implementation of CD-MOE☆12Mar 29, 2025Updated 11 months ago
- Prompt-Guided Retrieval For Non-Knowledge-Intensive Tasks☆12Sep 1, 2023Updated 2 years ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Jul 11, 2023Updated 2 years ago
- Implementation for ACL 2024 paper "Meta-Task Prompting Elicits Embeddings from Large Language Models"☆12Jul 25, 2024Updated last year
- ☆13May 21, 2023Updated 2 years ago
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Nov 6, 2023Updated 2 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆51Jul 17, 2022Updated 3 years ago
- Google DeepMind: Mixture of Depths Unofficial Implementation.☆12May 29, 2024Updated last year
- Rust bindings for CTranslate2☆14Jun 21, 2023Updated 2 years ago
- Code Repository for the NeurIPS 2024 Paper "Toward Efficient Inference for Mixture of Experts".☆19Oct 30, 2024Updated last year
- Code for COMET: Cardinality Constrained Mixture of Experts with Trees and Local Search☆11Jun 21, 2023Updated 2 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14May 26, 2024Updated last year
- RWKV6 in native pytorch and triton:)☆11Aug 4, 2024Updated last year
- An annotated implementation of the Hyena Hierarchy paper☆34May 28, 2023Updated 2 years ago
- ☆84Nov 10, 2025Updated 3 months ago
- ☆91Aug 18, 2024Updated last year
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)☆51Mar 17, 2024Updated last year
- Code for ICML 2024 paper☆35Sep 18, 2025Updated 5 months ago
- ☆16Dec 9, 2023Updated 2 years ago
- The official implementation of the paper "Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity".☆14Jul 2, 2024Updated last year
- ☆13Oct 29, 2021Updated 4 years ago
- Building language models to predict more than one token ahead to enable further ahead predictions.☆12May 22, 2025Updated 9 months ago
- [EMNLP 2023] Official implementation of the algorithm ETSC: Exact Toeplitz-to-SSM Conversion our EMNLP 2023 paper - Accelerating Toeplitz…☆14Oct 17, 2023Updated 2 years ago
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆33May 9, 2024Updated last year