TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
☆99Jan 24, 2024Updated 2 years ago
Alternatives and similar repositories for TRACE
Users that are interested in TRACE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆17Oct 21, 2024Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆551Dec 23, 2025Updated 5 months ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- [ECCV 2024] MagMax: Leveraging Model Merging for Seamless Continual Learning (official repository)☆32Jul 29, 2024Updated last year
- ☆11Nov 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Model Zoos for Continual Learning (ICLR 22)☆45May 29, 2023Updated 3 years ago
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆61Feb 1, 2025Updated last year
- ☆14Apr 20, 2025Updated last year
- Toward Multi Modality Language Model - implementation of GPT-4o/Project Astra☆16Dec 10, 2024Updated last year
- [ICML 2023] Parameter-Level Soft-Masking for Continual Learning☆19Jul 13, 2023Updated 2 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆54Feb 16, 2023Updated 3 years ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆37Nov 17, 2024Updated last year
- This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.☆15Oct 3, 2023Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Oct 20, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR☆15Dec 11, 2024Updated last year
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- ☆12Jun 5, 2024Updated 2 years ago
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆57Jun 16, 2025Updated 11 months ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- [AAAI2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning☆21Apr 30, 2024Updated 2 years ago
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆818May 20, 2026Updated 3 weeks ago
- Official code for the paper CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation published at ACL 2022 main conf…☆12Apr 6, 2023Updated 3 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.
- 1.4B sLLM for Chinese and English - HammerLLM🔨☆44Apr 7, 2024Updated 2 years ago
- WebRED is a large and diverse manually annotated dataset for extracting relationships from a variety of text found on the World Wide Web.☆22Mar 11, 2021Updated 5 years ago
- ☆21Mar 12, 2025Updated last year
- A tool for extracting plain text and internal Wikipedia links from Wikipedia dumps☆11Apr 18, 2019Updated 7 years ago
- A longitudinal dataset for academic literature, including papers, metadata, and citation graphs, Also available on 🤗 HuggingFace and Kag…☆17Sep 6, 2025Updated 9 months ago
- ☆31Jun 18, 2024Updated last year
- Bayesian low-rank adaptation for large language models☆29May 4, 2024Updated 2 years ago
- Code for ACL 2019 paper "Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs"☆18Feb 9, 2020Updated 6 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆21Dec 26, 2024Updated last year
- EWoK dataset generation framework☆14May 14, 2024Updated 2 years ago
- ☆10May 16, 2025Updated last year
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆162May 30, 2025Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆167Nov 2, 2024Updated last year
- ☆215Feb 3, 2024Updated 2 years ago
- Pytorch implementation of iCaRL with some extras.☆15Nov 29, 2020Updated 5 years ago