(TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
☆27Oct 4, 2025Updated 6 months ago
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☆32Oct 4, 2025Updated 6 months ago
- Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning☆52Oct 17, 2025Updated 6 months ago
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆56Aug 2, 2025Updated 8 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆154Jan 21, 2026Updated 3 months 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.
- ☆14Jan 16, 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"☆28Dec 21, 2025Updated 4 months ago
- Code for “SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation(ICLR 2025)”☆27Oct 23, 2025Updated 6 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆49Jan 15, 2026Updated 3 months ago
- The repo for HiRA paper☆37Jan 9, 2026Updated 3 months ago
- ☆24Feb 17, 2026Updated 2 months ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Aug 18, 2023Updated 2 years ago
- ☆24Dec 8, 2024Updated last year
- Official implementation of the paper “Endowing Vision-Language Models with System 2 Thinking for Fine-Grained Visual Recognition,” AAAI 2…☆37Jan 30, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆15Nov 7, 2024Updated last year
- ☆43Jan 16, 2026Updated 3 months ago
- Probabilistic Forecast of a Multivariate Time Series using the Temporal Fusion Transformer & PyTorch Lightning☆18Jan 30, 2023Updated 3 years ago
- [EMNLP 2024] Implementation of vision-language model fine-tuning via simple parameter-efficient modification☆19Nov 24, 2024Updated last year
- [PR'2024]☆15Nov 22, 2024Updated last year
- ☆37Nov 14, 2025Updated 5 months ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆36Mar 22, 2025Updated last year
- ☆14Feb 26, 2025Updated last year
- A few parallel MRI reconstruction algorithms in MATLAB.☆25Dec 10, 2025Updated 4 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11Jul 21, 2024Updated last year
- Serve LLMs on NCSA hardware. Support the best FOSS models, and the long tail on HuggingFace Hub.☆14May 8, 2024Updated last year
- A generative foundation model for digital histopathology images☆28Apr 7, 2026Updated 3 weeks ago
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆19Sep 11, 2024Updated last year
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 3 months ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated last year
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated 10 months ago
- [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews☆17Dec 14, 2025Updated 4 months ago
- ☆20May 14, 2025Updated 11 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆52Apr 3, 2024Updated 2 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- ☆19Apr 16, 2025Updated last year
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆10Feb 7, 2026Updated 2 months ago
- snn implementation for spike-deeplab and spike-fcn☆12Dec 31, 2022Updated 3 years ago
- [NeurIPS'24] "NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes" by Hao-Lun …☆10Sep 18, 2025Updated 7 months ago
- A python package for text sanitization with differential privacy☆43Dec 25, 2025Updated 4 months ago