Hunter-DDM / stablemoe
Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"
☆43Updated 2 years ago
Alternatives and similar repositories for stablemoe:
Users that are interested in stablemoe are comparing it to the libraries listed below
- ☆30Updated last year
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- Code for M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models☆22Updated 5 months ago
- [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…☆21Updated last year
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆63Updated last year
- Methods and evaluation for aligning language models temporally☆27Updated 10 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆34Updated 9 months ago
- ☆52Updated last year
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Updated 2 years ago
- ☆33Updated 2 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆28Updated last year
- The code for lifelong few-shot language learning☆55Updated 2 years ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆38Updated last year
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24Updated 2 years ago
- ☆32Updated 3 years ago
- ☆18Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 9 months ago
- Analyzing LLM Alignment via Token distribution shift☆14Updated 11 months ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆74Updated last year
- This package implements THOR: Transformer with Stochastic Experts.☆61Updated 3 years ago
- Long Context Extension and Generalization in LLMs☆40Updated 3 months ago
- Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"☆40Updated 2 years ago
- ☆13Updated 2 years ago
- Visual and Embodied Concepts evaluation benchmark☆21Updated last year
- ☆118Updated 5 months ago
- Released code for our ICLR23 paper.☆63Updated last year
- ☆47Updated 9 months ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆56Updated 3 years ago