thunlp / MoEfication
☆124Updated 7 months ago
Alternatives and similar repositories for MoEfication:
Users that are interested in MoEfication are comparing it to the libraries listed below
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆103Updated 2 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 5 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆163Updated last week
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated 2 years ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆129Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆66Updated last year
- This package implements THOR: Transformer with Stochastic Experts.☆62Updated 3 years ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆153Updated 9 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆86Updated 5 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆70Updated last year
- Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models☆140Updated 2 years ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆74Updated 9 months ago
- ☆126Updated 7 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆67Updated 3 weeks ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆44Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆39Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆41Updated 3 weeks ago
- ☆98Updated 5 months ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆45Updated 2 years ago
- ☆38Updated 3 months ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆43Updated 2 years ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆73Updated 5 months ago
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆23Updated last year
- The repo for In-context Autoencoder☆114Updated 10 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆39Updated 4 months ago
- [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length☆54Updated last week
- ☆253Updated last year