which47 / LLMCLLinks
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning
☆36Updated last year
Alternatives and similar repositories for LLMCL
Users that are interested in LLMCL are comparing it to the libraries listed below
Sorting:
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆96Updated last year
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆13Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆71Updated 8 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆62Updated 11 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆36Updated 10 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆62Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆86Updated last year
- ☆42Updated 2 years ago
- ☆32Updated 6 months ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆80Updated last year
- ☆28Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆63Updated 11 months ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆55Updated 6 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆61Updated 7 months ago
- A Sober Look at Language Model Reasoning☆87Updated this week
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆29Updated last year
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆98Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆84Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 5 months ago
- ☆41Updated last year
- ☆131Updated 8 months ago
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆56Updated 2 years ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 9 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆26Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆33Updated 9 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆99Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year