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.☆66Updated 2 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated last year
- ☆158Updated 4 years ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆97Updated last year
- ☆64Updated 2 years ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆50Updated 3 years ago
- contrastive decoding☆202Updated 2 years ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- [ICLR 2024]EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling(https://arxiv.org/abs/2310.04691)☆126Updated last year
- Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models☆142Updated 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 3 years ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆146Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆75Updated 11 months 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.☆132Updated 2 years ago
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆31Updated 2 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆86Updated 3 years ago
- This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.1…☆135Updated 2 years ago
- ☆43Updated 2 years ago
- Scaling Sentence Embeddings with Large Language Models☆110Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- ☆41Updated 2 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Updated last year
- self-adaptive in-context learning☆45Updated 2 years ago