An implementation of SEAL: Safety-Enhanced Aligned LLM fine-tuning via bilevel data selection.
☆24Feb 20, 2025Updated last year
Alternatives and similar repositories for SEAL
Users that are interested in SEAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of the penalty-based bilevel gradient descent (PBGD) algorithm and the iterative differentiation (ITD/RHG) methods.☆19Feb 13, 2023Updated 3 years ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 6 months ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆29Sep 10, 2024Updated last year
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated 6 months ago
- Experiments on trade-off among optimization, generalization and conflict aversion in multi-objective learning (MOL), and introducing MoDo…☆15Oct 21, 2023Updated 2 years 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.
- [EMNLP 2025] Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment☆16Jul 22, 2025Updated last year
- Implement of our TKDE paper: Hyperbolic Graph Learning for Social Recommendation☆13Jun 3, 2024Updated 2 years ago
- [ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"☆19Jun 1, 2024Updated 2 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Code for our paper titled "Lens: Rethinking Multilingual Enhancement for Large Language Models"☆12Oct 15, 2024Updated last year
- This is the official code for the paper "Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation"☆56Feb 2, 2025Updated last year
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆42Mar 22, 2025Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆52Jan 15, 2026Updated 7 months ago
- ☆21Dec 26, 2024Updated 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.
- Code for SafeMERGE (ICLR 2025).☆15Apr 1, 2025Updated last year
- ☆19Jun 21, 2025Updated last year
- Our research proposes a novel MoGU framework that improves LLMs' safety while preserving their usability.☆18Jan 14, 2025Updated last year
- ☆48Oct 1, 2024Updated last year
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆29Dec 21, 2025Updated 7 months ago
- [NeurIPS 2025]: Personalized Safety in LLMs — A Benchmark and a Planning-Based Agent Approach☆18Oct 30, 2025Updated 9 months ago
- A survey on harmful fine-tuning attack for large language model (ACM CSUR)☆246Jun 22, 2026Updated last month
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆25Jul 30, 2024Updated 2 years ago
- code space of paper "Safety Layers in Aligned Large Language Models: The Key to LLM Security" (ICLR 2025)☆25Apr 26, 2025Updated last year
- 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.
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".☆37Jul 10, 2025Updated last year
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆22Sep 21, 2025Updated 10 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆70Jun 9, 2025Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆191Apr 23, 2025Updated last year
- ☆24Dec 8, 2024Updated last year
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 4 years ago
- OPUS-Rota4: A Gradient-Based Protein Side-Chain Modeling Framework Assisted by Deep Learning-Based Predictors☆11Apr 14, 2022Updated 4 years ago
- 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
- ☆21Oct 25, 2021Updated 4 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.
- Restore safety in fine-tuned language models through task arithmetic☆33Mar 28, 2024Updated 2 years ago
- Code for COLING 2022 accepted paper titled "MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conver…☆10Jul 21, 2023Updated 3 years ago
- [NeurIPS 2022] disentanglement evaluation robust to model dimension variance.☆10Sep 21, 2022Updated 3 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- [CVPR 2025] LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs☆15Jun 20, 2025Updated last year
- Code for NeurIPS 2024 paper "AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning"☆53Nov 10, 2024Updated last year
- Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"☆12Oct 14, 2025Updated 10 months ago