Dicer-Zz / EPILinks
Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation
☆12Updated 2 years ago
Alternatives and similar repositories for EPI
Users that are interested in EPI are comparing it to the libraries listed below
Sorting:
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆38Updated 11 months ago
- ☆192Updated last year
- ☆118Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆83Updated last year
- ☆28Updated last year
- Source code of EMNLP 2022 Findings paper "SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters"☆22Updated last year
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated 2 years ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated 2 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆87Updated 3 years ago
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆16Updated last year
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆55Updated 7 months ago
- ☆25Updated 2 years ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆148Updated 2 years ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆242Updated 2 years ago
- [NeurIPS25] RULE: Reinforcement UnLEarning Achieves Forge-retain Pareto Optimality☆18Updated 2 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆98Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆45Updated 6 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Updated last year
- my commonly-used tools☆63Updated 11 months ago
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆57Updated 2 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆62Updated 4 years ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆33Updated 10 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆71Updated 3 years ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆168Updated last year
- Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"☆54Updated 3 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆105Updated 3 years ago
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022☆63Updated 3 years ago
- ☆80Updated 3 years ago