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…☆63Feb 1, 2025Updated last year
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆17Oct 21, 2024Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆40Jan 13, 2025Updated last year
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆166May 30, 2025Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆556Dec 23, 2025Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆22Feb 9, 2023Updated 3 years ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆39Nov 17, 2024Updated last year
- 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
- SCUT神经网络与深度学习的实验和大作业文档☆18Nov 26, 2022Updated 3 years ago
- [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"☆63May 9, 2025Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆37Aug 19, 2024Updated last year
- ☆20Feb 20, 2025Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆12Dec 8, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆33Dec 29, 2024Updated last year
- 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?".☆39Dec 5, 2024Updated last year
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 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
- LaTeXDataHub is an open-source platform dedicated to the sharing and contribution of real-world LaTeX image datasets and their annotation…☆12Aug 13, 2024Updated last year
- The paper list of multilingual pre-trained models (Continual Updated).☆25Jun 18, 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆18Jan 4, 2024Updated 2 years ago
- ☆11Aug 2, 2024Updated 2 years ago
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆324Feb 5, 2026Updated 6 months ago
- ☆11Nov 27, 2024Updated last year
- Less is More: High-value Data Selection for Visual Instruction Tuning☆20Jan 18, 2025Updated last year
- 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
- pytorch☆10Apr 13, 2022Updated 4 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆53Jul 12, 2026Updated last month
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆595Jan 29, 2026Updated 6 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
- ☆36Nov 28, 2025Updated 8 months ago
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆57Apr 17, 2025Updated last year