UbiquitousLearning / MobileFM
One-size-fits-all model for mobile AI, a novel paradigm for mobile AI in which the OS and hardware co-manage a foundation model that is capable of addressing most, if not all, mobile AI tasks.
☆27Updated last year
Alternatives and similar repositories for MobileFM
Users that are interested in MobileFM are comparing it to the libraries listed below
Sorting:
- ☆13Updated last year
- ☆201Updated last year
- Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients☆19Updated 8 months ago
- ☆16Updated last year
- ☆99Updated last year
- Implementation for AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications☆21Updated 3 weeks ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆15Updated last year
- Our unique contributions are in tools/train/benchmark.☆19Updated last month
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆55Updated 8 months ago
- Survey Paper List - Efficient LLM and Foundation Models☆248Updated 7 months ago
- codebase for "MELTing Point: Mobile Evaluation of Language Transformers"☆18Updated 9 months ago
- ☆30Updated 11 months ago
- A demo of end-to-end federated learning system.☆68Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year
- ☆27Updated 10 months ago
- ☆14Updated last year
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆25Updated 4 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆105Updated 3 years ago
- MobiSys#114☆21Updated last year
- This is a list of awesome edgeAI inference related papers.☆96Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- ☆45Updated 2 years ago
- A curated list of early exiting (LLM, CV, NLP, etc)☆48Updated 8 months ago
- Federated Learning Systems Paper List☆73Updated last year
- The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenS…☆16Updated 2 years ago
- Cache design for CNN on mobile☆32Updated 6 years ago
- Experimental deep learning framework written in Rust☆14Updated 2 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆29Updated 3 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆15Updated last year
- Split Learning Simulation Framework for LLMs☆20Updated 8 months ago