Code for "Thinking Forward: Memory-Efficient Federated Finetuning of Language Models" (NeurIPS 2024). Spry is a federated learning algorithm that enables finetuning LLMs using Forward-mode Auto Differentiation; to achieve low memory footprint, high accuracy, and fast convergence.
☆12Oct 8, 2024Updated last year
Alternatives and similar repositories for Spry
Users that are interested in Spry are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated last year
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆24Nov 8, 2025Updated 5 months ago
- Repository for SoMeLVLM: A Large Vision Language Model for Social Media Processing☆14Oct 9, 2025Updated 6 months ago
- Official repository for "Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection", ACL Findings 2024.☆15Apr 25, 2025Updated 11 months ago
- Fine-tuning Quantized Neural Networks with Zeroth-order Optimization☆17Sep 17, 2025Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- ☆23Dec 23, 2025Updated 3 months ago
- ☆16May 1, 2025Updated 11 months ago
- Code & data accompanying the paper ["Unveiling Implicit Deceptive Patterns in Multi-modal Fake News via Neuro-Symbolic Reasoning"].☆13Dec 21, 2023Updated 2 years ago
- [EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tu…☆13Dec 15, 2024Updated last year
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆14Mar 31, 2025Updated last year
- Source code of our MM24 paper "Harmfully Manipulated Images Matter in Multimodal Misinformation Detection"☆18Aug 10, 2025Updated 8 months ago
- [WWW 2025] Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning☆23Feb 13, 2026Updated last month
- FedJudge: Federated Legal Large Language Model☆36Sep 19, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆41Feb 8, 2026Updated 2 months ago
- ☆11Jun 13, 2024Updated last year
- A flexible & scalable MLLM-based AIGC detection pipeline☆31Oct 27, 2025Updated 5 months ago
- Data and visualizations for the photontorch paper (Scientific Reports)☆18Aug 4, 2020Updated 5 years ago
- Course code of CS324 2024 Spring: Deep Learning, SUSTech. Taught by Prof. Jianguo ZHANG.☆12Oct 26, 2025Updated 5 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆105Jul 17, 2025Updated 8 months ago
- Zeroth-Order Fine-Tuning of LLMs in Random Subspaces (ICCV 2025)☆19Nov 22, 2024Updated last year
- Continuous Pipelined Speculative Decoding☆19Jan 4, 2026Updated 3 months ago
- [ACL 2025] "World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning." https://arxiv.org/abs/2503.1…☆18Jul 22, 2025Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CVPR 2023] Adversarial Robustness via Random Projection Filters☆13Jun 20, 2023Updated 2 years ago
- 南方科技大学数据库原理课程资料: 期末试卷, project, cp, 课件, 笔记 (lecture note, lab note, projects, cheating paper and final exam)☆12May 22, 2023Updated 2 years ago
- gomoku AI with deep learning and monte carlo tree search☆19Mar 23, 2018Updated 8 years ago
- ☆10Sep 13, 2022Updated 3 years ago
- ☆121Aug 14, 2024Updated last year
- ☆19Nov 8, 2023Updated 2 years ago
- HyperFL [AAAI 2025] & HyperFL++.☆25Jul 3, 2025Updated 9 months ago
- ☆11Jan 2, 2026Updated 3 months ago
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 提供一种Matlab绘制直线箭头以及非线性箭头的方式，可用以绘制坐标轴箭头。☆14Jul 13, 2020Updated 5 years ago
- ☆12May 12, 2023Updated 2 years ago
- [TMM 2023] Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token☆14Mar 21, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of "NegMerge: Sign-Consensual Weight Merging for Machine Unlearning"☆14Nov 25, 2025Updated 4 months ago
- ☆18Jan 26, 2022Updated 4 years ago
- ☆12Dec 19, 2016Updated 9 years ago
- Code for "AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning"☆52Jun 28, 2023Updated 2 years ago