morningmoni / UniPELTLinks
Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022
☆63Updated 3 years ago
Alternatives and similar repositories for UniPELT
Users that are interested in UniPELT are comparing it to the libraries listed below
Sorting:
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆102Updated 2 years ago
- Code for "Small Models are Valuable Plug-ins for Large Language Models"☆131Updated 2 years ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- Released code for our ICLR23 paper.☆65Updated 2 years ago
- ☆63Updated 2 years ago
- ☆157Updated 4 years ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆96Updated last year
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆86Updated 3 years ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆70Updated last year
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆32Updated 2 years ago
- Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"☆41Updated 3 years ago
- contrastive decoding☆203Updated 2 years ago
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆112Updated 3 years ago
- [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
- Must-read Papers on Large Language Model (LLM) Continual Learning☆144Updated last year
- ☆43Updated 2 years ago
- [ICLR 2024]EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling(https://arxiv.org/abs/2310.04691)☆125Updated last year
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆61Updated 3 years ago
- Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models☆142Updated 3 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated last year
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Updated last year
- Methods and evaluation for aligning language models temporally☆30Updated last year
- On Transferability of Prompt Tuning for Natural Language Processing☆100Updated last year
- ☆130Updated 3 years ago
- self-adaptive in-context learning☆45Updated 2 years ago
- [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback☆40Updated 2 years ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆54Updated last year