Shwai-He / SparseAdapter
Source code of EMNLP 2022 Findings paper "SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters"
☆18Updated 11 months ago
Alternatives and similar repositories for SparseAdapter:
Users that are interested in SparseAdapter are comparing it to the libraries listed below
- Source code of ACL 2023 Main Conference Paper "PAD-Net: An Efficient Framework for Dynamic Networks".☆9Updated 11 months ago
- ☆19Updated 10 months ago
- ☆27Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆96Updated 11 months ago
- Codes for Merging Large Language Models☆29Updated 7 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆60Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆52Updated 3 weeks ago
- [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
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆19Updated last month
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆39Updated last year
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆33Updated 8 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆40Updated 5 months ago
- ☆31Updated last year
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆37Updated 5 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆32Updated 2 months ago
- ☆17Updated 3 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆19Updated 6 months ago
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆72Updated last year
- Mixture of Attention Heads☆42Updated 2 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆23Updated 2 months ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆66Updated last year
- Official implementation for "Mixture of In-Context Experts Enhance LLMs’ Awareness of Long Contexts" (Accepted by Neurips2024)☆11Updated 2 months ago
- ☆26Updated 11 months ago
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆31Updated 2 weeks ago
- A block pruning framework for LLMs.☆19Updated 9 months ago
- ☆12Updated 9 months ago