An Extensible Continual Learning Framework Focused on Language Models (LMs)
☆296Jan 28, 2024Updated 2 years ago
Alternatives and similar repositories for ContinualLM
Users that are interested in ContinualLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2022] Adapting a Language Model While Preserving its General Knowledge☆21Feb 12, 2023Updated 3 years ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆323Jan 29, 2024Updated 2 years ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆150Nov 14, 2023Updated 2 years ago
- [EMNLP 2022] Continual Training of Language Models for Few-Shot Learning☆44Feb 13, 2023Updated 3 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆110Jan 24, 2024Updated 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.
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆568Dec 23, 2025Updated 10 months ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- ICLR 2022☆18Apr 15, 2022Updated 4 years ago
- [ICML 2023] Parameter-Level Soft-Masking for Continual Learning☆19Jul 13, 2023Updated 3 years ago
- Progressive Prompts: Continual Learning for Language Models☆97Apr 24, 2023Updated 3 years ago
- The Continual Learning in Multimodality Benchmark☆69Jun 24, 2023Updated 3 years ago
- ☆217Jul 13, 2024Updated 2 years ago
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 3 years ago
- [EMNLP 2024 Findings] Unlocking Continual Learning Abilities in Language Models☆25Oct 8, 2024Updated 2 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.
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 4 years ago
- 🤖 Code for our EMNLP 2022 paper: "BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Dataset…☆16Oct 7, 2024Updated 2 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,891Nov 5, 2025Updated last year
- 😎 基于知识的文本生成相关文章总结与个人笔记☆21Oct 5, 2024Updated 2 years ago
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated 2 years ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆125Feb 12, 2023Updated 3 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆613Jan 29, 2026Updated 9 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 3 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆848May 20, 2026Updated 5 months ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆206Oct 21, 2024Updated 2 years ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,115Mar 11, 2025Updated last year
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆29Apr 9, 2024Updated 2 years ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆272Apr 18, 2024Updated 2 years ago
- ☆16May 8, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,256Aug 20, 2026Updated 2 months ago
- ACL 2024☆36Jul 21, 2025Updated last year
- Awesome Incremental Learning☆4,529Oct 26, 2026Updated last week
- Simple and scalable tools for data-driven pretraining data selection.☆32Jun 9, 2025Updated last year
- Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection☆13Oct 12, 2022Updated 4 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆45Feb 9, 2023Updated 3 years ago
- [TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis☆11Nov 14, 2024Updated last year