circle-hit / SAPTLinks
Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models"
☆36Updated 9 months ago
Alternatives and similar repositories for SAPT
Users that are interested in SAPT are comparing it to the libraries listed below
Sorting:
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆32Updated 8 months ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.☆89Updated last week
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆131Updated 11 months ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆54Updated 5 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- ☆186Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆60Updated 10 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated last year
- ☆161Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆44Updated 3 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆146Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆83Updated last year
- Official code for our paper "The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models"☆15Updated 4 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆186Updated 3 months ago
- ☆18Updated 2 weeks ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆60Updated 2 months ago
- ☆47Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆45Updated 11 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆35Updated 11 months ago
- ☆25Updated 2 years ago
- The official GitHub repository of the paper "Recent advances in large langauge model benchmarks against data contamination: From static t…☆45Updated last month
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆55Updated 5 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆183Updated last year
- ☆28Updated last year
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆55Updated 5 months ago