[ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)
☆162May 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…☆61Feb 1, 2025Updated last year
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆22Feb 9, 2023Updated 3 years ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆62May 9, 2025Updated last year
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆72May 30, 2025Updated last year
- TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents☆308Feb 5, 2026Updated 4 months ago
- 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.
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆90May 30, 2025Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆551Dec 23, 2025Updated 5 months ago
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆34Sep 1, 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
- Official implementation of the paper - GD-Retriever: Controllable generative text-music retrieval with diffusion models (Accepted at ISMI…☆17Sep 25, 2025Updated 8 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆37Nov 17, 2024Updated last year
- ☆12May 6, 2025Updated last year
- ☆21May 14, 2026Updated 3 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Comprehensive Survey on Continual Learning in Generative Models.☆156Jun 1, 2026Updated last week
- ☆157Mar 27, 2026Updated 2 months 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
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆363Jan 27, 2026Updated 4 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆585Jan 29, 2026Updated 4 months ago
- ☆16Feb 8, 2024Updated 2 years ago
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 2024Updated 2 years ago
- [AAAI 2023] IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings☆10Apr 3, 2024Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆99Jan 24, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- ☆16Apr 9, 2021Updated 5 years ago
- Official implementation of WildFX Dataset Generating pipeline.☆18Oct 21, 2025Updated 7 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- This repo offers advanced tutorials for LLMs, BERT-based models, and multimodal models, covering fine-tuning, quantization, vocabulary ex…☆24May 5, 2025Updated last year
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆52Jun 1, 2026Updated last week
- 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
- ☆19Nov 20, 2024Updated last year
- PyTorch implementation of paper "Evolving Parameterized Prompt Memory for Continual Learning" in AAAI 2024 (Oral).☆13Apr 15, 2024Updated 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.
- ☆33Feb 24, 2025Updated last year
- The 4th rank system of the SemEval 2021 Task4.☆10May 7, 2022Updated 4 years ago
- Research work aimed at addressing the problem of modeling infinite-length context☆48Dec 18, 2025Updated 5 months ago
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆25Apr 6, 2026Updated 2 months ago
- Streaming Video Diffusion: Online Video Editing with Diffusion Models☆17Jun 3, 2024Updated 2 years ago
- Implementation of TSDS: Data Selection for Task-Specific Model Finetuning. An optimal-transport framework for selecting domain-specific a…☆19Dec 25, 2024Updated last year
- ☆29Apr 7, 2024Updated 2 years ago