TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
☆92Jan 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)☆16Oct 21, 2024Updated last year
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆12May 16, 2023Updated 2 years ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆536Dec 23, 2025Updated 3 months ago
- [ECCV 2024] MagMax: Leveraging Model Merging for Seamless Continual Learning (official repository)☆30Jul 29, 2024Updated last year
- ☆11Nov 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆39Jan 13, 2025Updated last year
- Model Zoos for Continual Learning (ICLR 22)☆45May 29, 2023Updated 2 years ago
- ☆14Apr 20, 2025Updated 11 months ago
- 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
- ☆15Jun 1, 2023Updated 2 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Feb 16, 2023Updated 3 years ago
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆60Feb 1, 2025Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Nov 17, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR☆15Dec 11, 2024Updated last year
- Official [AAAI] Code Repository for "Continual Learning with Scaled Gradient Projection".☆16Jun 28, 2023Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Oct 20, 2022Updated 3 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- Progressive Prompts: Continual Learning for Language Models☆96Apr 24, 2023Updated 2 years 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 last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆87Jun 27, 2025Updated 9 months ago
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆800Updated this week
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 2 years ago
- 1.4B sLLM for Chinese and English - HammerLLM🔨☆42Apr 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
- Code for the paper "Modelling Latent Translations for Cross-Lingual Transfer"☆17Nov 22, 2021Updated 4 years ago
- A tool for extracting plain text and internal Wikipedia links from Wikipedia dumps☆11Apr 18, 2019Updated 6 years ago
- ☆11May 30, 2023Updated 2 years ago
- A longitudinal dataset for academic literature, including papers, metadata, and citation graphs, Also available on 🤗 HuggingFace and Kag…☆17Sep 6, 2025Updated 7 months ago
- ☆30Jun 18, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Bayesian low-rank adaptation for large language models☆28May 4, 2024Updated last year
- 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
- EWoK dataset generation framework☆11May 14, 2024Updated last year
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆20Dec 26, 2024Updated last year
- ☆10May 16, 2025Updated 10 months ago
- ☆213Feb 3, 2024Updated 2 years ago