wuhy68 / Parameter-Efficient-MoELinks
Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)
☆147Updated last year
Alternatives and similar repositories for Parameter-Efficient-MoE
Users that are interested in Parameter-Efficient-MoE are comparing it to the libraries listed below
Sorting:
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆62Updated last year
- ☆85Updated last month
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- This is the official repository for Inheritune.☆117Updated 10 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- ☆128Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆141Updated 2 years ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 10 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆176Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- FuseAI Project☆87Updated 11 months ago
- ☆272Updated 2 years ago
- ☆229Updated last year
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆180Updated 5 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 8 months ago
- Unofficial Implementation of Evolutionary Model Merging☆41Updated last year
- ☆204Updated last year
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆126Updated 11 months ago
- [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling☆105Updated 7 months ago
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆152Updated 9 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆32Updated 5 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- X-LoRA: Mixture of LoRA Experts☆256Updated last year
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆123Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆246Updated last year
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆152Updated last year
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Updated last month
- [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"☆38Updated last year
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year