This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)
☆73May 30, 2025Updated last year
Alternatives and similar repositories for awesome-lifelong-learning-methods-for-llm
Users that are interested in awesome-lifelong-learning-methods-for-llm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆62Feb 1, 2025Updated last year
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆17Oct 21, 2024Updated last year
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆164May 30, 2025Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆554Dec 23, 2025Updated 7 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆135Dec 12, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆62May 9, 2025Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆37Aug 19, 2024Updated last year
- This is a project of Interspeech2021 paper "SpecMix : A Mixed Sample Data Augmentation method for Training with Time-Frequency Domain Fea…☆11Sep 27, 2022Updated 3 years ago
- LINEBot☆13Apr 7, 2025Updated last year
- Performs a faster tensor train (TT) decomposition for large sparse data☆14Sep 7, 2020Updated 5 years ago
- 【COLING 2025🔥】Code for the paper "Is Parameter Collision Hindering Continual Learning in LLMs?".☆38Dec 5, 2024Updated last year
- The paper "Triple-shapelet Networks for Time Series Classification"☆14Feb 8, 2020Updated 6 years ago
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Jul 27, 2021Updated 4 years ago
- Chinese Open Entity-Relation Knowledge Base☆36May 22, 2018Updated 8 years ago
- 智联云城市水位监控系统（硬件+前后端+AI接入）☆12Sep 22, 2022Updated 3 years ago
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆15May 17, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noi…☆16Nov 3, 2023Updated 2 years ago
- The paper list of multilingual pre-trained models (Continual Updated).☆25Jun 18, 2024Updated 2 years ago
- [EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tu…☆13Dec 15, 2024Updated last year
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆316Feb 5, 2026Updated 5 months ago
- ☆10Nov 27, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆366Jan 27, 2026Updated 5 months ago
- Released Code for ACL 21 paper: DocOIE A Document-level Context-Aware Dataset for OpenIE☆15Nov 25, 2022Updated 3 years ago
- 《2021医学健康数据分析与挖掘》课程论文 -- 基于BERT的20NewsGroups数据集新闻分类实验☆10Jun 22, 2021Updated 5 years ago
- Pytorch implementation of paper: Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.☆12May 18, 2023Updated 3 years ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆55Jun 1, 2026Updated last month
- pytorch☆10Apr 13, 2022Updated 4 years ago
- Mixture of Lora Experts☆11Apr 7, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆22Jun 9, 2025Updated last year
- ☆10Oct 12, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆594Jan 29, 2026Updated 5 months ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆167Nov 2, 2024Updated last year
- ☆18Jun 14, 2024Updated 2 years ago
- ☆13Jun 15, 2021Updated 5 years ago
- 房链——基于FISCO-BCOS的区块链应用☆13Jun 30, 2020Updated 6 years ago
- ☆13Feb 2, 2023Updated 3 years ago