UbiquitousLearning / MobileFMLinks
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.
☆28Updated last year
Alternatives and similar repositories for MobileFM
Users that are interested in MobileFM are comparing it to the libraries listed below
Sorting:
- ☆205Updated last year
- ☆16Updated last year
- Implementation for AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications☆26Updated 3 months ago
- ☆14Updated 3 months ago
- Survey Paper List - Efficient LLM and Foundation Models☆253Updated 10 months ago
- codebase for "MELTing Point: Mobile Evaluation of Language Transformers"☆18Updated last year
- Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients☆20Updated 11 months ago
- ☆100Updated last year
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Updated last year
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆107Updated 3 years ago
- ☆16Updated last year
- A demo of end-to-end federated learning system.☆69Updated 3 years ago
- ☆29Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year
- ☆35Updated last year
- ☆13Updated 2 years ago
- ☆70Updated 2 months ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆58Updated 11 months ago
- InFi is a library for building input filters for resource-efficient inference.☆38Updated last year
- [TOSN 2024] Artificial Intelligence of Things: A Survey☆70Updated 3 months ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆25Updated 4 years ago
- Our unique contributions are in tools/train/benchmark.☆19Updated 3 months ago
- Federated Learning Systems Paper List☆73Updated last year
- ☆46Updated 3 years ago
- ☆30Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆97Updated last year
- ☆30Updated 2 years ago
- The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenS…☆16Updated 2 years ago
- Split Learning Simulation Framework for LLMs☆28Updated 11 months ago
- ☆409Updated 7 months ago