TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
☆102Jan 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 the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- ☆212Jul 13, 2024Updated 2 years ago
- This is the official code for Any-SSR "Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Langua…☆26Jan 31, 2026Updated 7 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
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 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.
- An Extensible Continual Learning Framework Focused on Language Models (LMs)☆295Jan 28, 2024Updated 2 years ago
- [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 the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆18Mar 18, 2024Updated 2 years ago
- Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models☆35Oct 19, 2023Updated 2 years ago
- ☆11Nov 11, 2022Updated 3 years ago
- Model Zoos for Continual Learning (ICLR 22)☆46May 29, 2023Updated 3 years ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆150Nov 14, 2023Updated 2 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆49Dec 4, 2024Updated last year
- ☆10Feb 6, 2025Updated last year
- 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.
- 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 3 years ago
- This repo will be continually updating analytic federated learning methods.☆72Mar 27, 2025Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆34Sep 1, 2024Updated last year
- A Comprehensive Survey on Continual Learning in Generative Models.☆168Jun 1, 2026Updated 2 months ago
- Codes for: How to Teach Large Multimodal Models New Skills?☆31Oct 10, 2025Updated 10 months ago
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆27Oct 6, 2025Updated 10 months 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☆39Nov 17, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆289Dec 9, 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
- Official [AAAI] Code Repository for "Continual Learning with Scaled Gradient Projection".☆17Jun 28, 2023Updated 3 years ago
- ☆17Dec 11, 2022Updated 3 years ago
- Repository for the paper: "TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining" ACL Oral 2025☆24Apr 19, 2026Updated 4 months ago
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆28Apr 9, 2024Updated 2 years ago
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆95Jun 27, 2025Updated last year
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆97May 30, 2025Updated last year
- 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.
- ☆62Jul 21, 2026Updated last month
- [NeurIPS 24] Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation☆28Oct 12, 2025Updated 10 months ago
- 🚀enhanced GRPO with more verifiable rewards and real-time evaluators☆37Jan 27, 2026Updated 7 months ago
- Learn from Experience skill 是让 Agent 从经验中学习 -- 纠正过的错误不再重犯，好的方法自动沉淀，越用越懂你。原理是基于你跟Agent交互中的经验(踩坑、纠正、好方法)记下来、整理好、用起来，不再随会话结束而消失。☆20Jul 29, 2026Updated last month
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆45Nov 12, 2024Updated last year
- Progressive Prompts: Continual Learning for Language Models☆97Apr 24, 2023Updated 3 years ago