Split Learning Simulation Framework for LLMs
☆38Sep 10, 2024Updated last year
Alternatives and similar repositories for SplitLLM
Users that are interested in SplitLLM are comparing it to the libraries listed below
Sorting:
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆19Mar 8, 2022Updated 4 years ago
- ☆24Nov 22, 2024Updated last year
- Investigating Split Learning and Federate Learning☆88May 25, 2020Updated 5 years ago
- Easy swapping of text in Vim☆20Apr 6, 2020Updated 5 years ago
- ☆35Jan 11, 2024Updated 2 years ago
- Code for ScaleFL☆34Dec 11, 2025Updated 3 months ago
- Official code of the paper "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning".☆15Sep 11, 2024Updated last year
- [ICML 2025] Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM☆20May 22, 2025Updated 9 months ago
- This is the official implementation of the paper titled "Comprehensive Comparison of Vision Transformers and Traditional Convolutional Ne…☆13Mar 4, 2025Updated last year
- ☆111Jan 2, 2025Updated last year
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Sep 25, 2023Updated 2 years ago
- ☆33Nov 11, 2025Updated 4 months ago
- ☆12Oct 26, 2023Updated 2 years ago
- ☆11Jun 13, 2024Updated last year
- [JRTIP 2023] Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification☆10Aug 12, 2025Updated 7 months ago
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- Experimental deep learning framework written in Rust☆15Nov 2, 2022Updated 3 years ago
- Code related to ’Beyond spectral gap: The role of the topology in decentralized learning‘.☆14Jun 7, 2022Updated 3 years ago
- GAN you see me? enhanced data reconstruction attacks against split inference - NeurIPS 2023☆12Mar 26, 2025Updated 11 months ago
- Privacy attacks on Split Learning☆43Nov 15, 2021Updated 4 years ago
- Research into model inversion on SplitNN☆18Feb 20, 2024Updated 2 years ago
- Shared library for intercepting CUDA Runtime API calls. This was part of my Bachelor thesis: A Study on the Computational Exploitation of…☆14Jun 6, 2024Updated last year
- IPO: Interpretable Prompt Optimization for Vision-Language Models(NeurIPS 2024)☆15Mar 4, 2025Updated last year
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆15Jun 29, 2024Updated last year
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago
- ☆25Apr 15, 2024Updated last year
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆15Jun 14, 2024Updated last year
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images☆18Jun 4, 2025Updated 9 months ago
- source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs☆12Jun 21, 2022Updated 3 years ago
- Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining, WACV 2024☆13Jan 3, 2024Updated 2 years ago
- Code for ACL 2024 paper: PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.☆16Feb 5, 2025Updated last year
- The source code of 《Large AI Model-Based Semantic Communications》☆58Mar 20, 2025Updated last year
- ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models (AI Health Summit 23)☆19Feb 25, 2025Updated last year
- Federated Learning for LLMs.☆257Feb 21, 2026Updated last month
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated 10 months ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆19Jan 27, 2025Updated last year