(TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
☆27Oct 4, 2025Updated last year
Alternatives and similar repositories for fed-sb
Users that are interested in fed-sb are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models☆37Oct 4, 2025Updated last year
- Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning☆51Oct 17, 2025Updated 11 months ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆68Apr 17, 2025Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆161Jan 21, 2026Updated 8 months ago
- ☆124Jan 2, 2025Updated last year
- 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.
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 3 years ago
- ☆16Feb 8, 2024Updated 2 years ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆53Jan 15, 2026Updated 8 months ago
- The repo for HiRA paper☆37Jan 9, 2026Updated 9 months ago
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆13May 31, 2026Updated 4 months ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆28Sep 10, 2024Updated 2 years ago
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated 8 months ago
- [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews☆17Dec 14, 2025Updated 9 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated 2 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.
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated 2 years ago
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆30Dec 21, 2025Updated 9 months ago
- Latest Advances on Federated LLM Learning☆111Jul 7, 2025Updated last year
- [NDSS'25] The official implementation of safety misalignment.☆19Jan 8, 2025Updated last year
- ☆24Dec 8, 2024Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 3 years ago
- [ICML 2025] The Official implementation of our paper "Clients Collaborate: Flexible Differentially Private Federated Learning with Guaran…☆23Dec 21, 2025Updated 9 months ago
- ☆28May 25, 2024Updated 2 years ago
- My Solution to the Assignment Task based on Telecom Italia's Big Data Challenge☆26Jun 3, 2020Updated 6 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.
- Probabilistic Forecast of a Multivariate Time Series using the Temporal Fusion Transformer & PyTorch Lightning☆18Jan 30, 2023Updated 3 years ago
- ☆15Nov 7, 2024Updated last year
- ☆48Jun 2, 2022Updated 4 years ago
- Code for “SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation(ICLR 2025)”☆29Oct 23, 2025Updated 11 months ago
- ☆17Nov 10, 2025Updated 10 months ago
- Implementation of "Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures"☆16Jan 21, 2026Updated 8 months ago
- ☆25Dec 2, 2024Updated last year
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆39Jul 17, 2026Updated 2 months ago
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 这是俺最近搞的,可以从百度地图上爬取一些城市的地点信息和路线规划用来做旅游推荐( ﹁ ﹁ ) ~→SQL文件会在月底左右加上的( •̀ ω •́ )y☆13Aug 24, 2019Updated 7 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 8 months ago
- [NeurIPS 2021] "Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models" by Boxin Wang*, Chejian Xu*, Shuoh…☆13Apr 3, 2023Updated 3 years ago
- ☆28May 21, 2025Updated last year
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago