Survey Paper List - Efficient LLM and Foundation Models
☆264Sep 22, 2024Updated last year
Alternatives and similar repositories for Efficient_Foundation_Model_Survey
Users that are interested in Efficient_Foundation_Model_Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆102Jan 17, 2024Updated 2 years ago
- Paper list for Personal LLM Agents☆427May 8, 2024Updated last year
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Aug 18, 2023Updated 2 years ago
- 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 c…☆30Mar 5, 2024Updated 2 years ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,257Jun 23, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Fast Multimodal LLM on Mobile Devices☆1,463Mar 29, 2026Updated 2 weeks ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Aug 4, 2022Updated 3 years ago
- ☆107Oct 2, 2024Updated last year
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year
- ☆67Nov 16, 2024Updated last year
- Our unique contributions are in tools/train/benchmark.☆22Apr 14, 2025Updated 11 months ago
- Efficient Multimodal Large Language Models: A Survey☆387Apr 29, 2025Updated 11 months ago
- ☆36May 28, 2024Updated last year
- LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation☆67Aug 9, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,130Updated this week
- A Stream-based LLM Agent Framework for Continuous Context Sensing and Sharing☆43Updated this week
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Jul 17, 2024Updated last year
- A curated list for Efficient Large Language Models☆1,980Jun 17, 2025Updated 9 months ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- Butler 是一个用于自动化服务 管理和任务调度的工具项目。☆16Updated this week
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆134Feb 22, 2024Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Aug 18, 2023Updated 2 years ago
- ☆19Jun 21, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆67Mar 12, 2025Updated last year
- Code release for VTW (AAAI 2025 Oral)☆65Nov 4, 2025Updated 5 months ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 3 years ago
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆79Jul 14, 2025Updated 8 months ago
- [ACL 2021] IrEne: Interpretable Energy Prediction for Transformers☆11Sep 8, 2021Updated 4 years ago
- Awesome LLM compression research papers and tools.☆1,806Feb 23, 2026Updated last month
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆30Oct 1, 2024Updated last year
- Official repo for NeurIPS'24 paper "WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models"☆19Dec 16, 2024Updated last year
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Oct 9, 2023Updated 2 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆126Jul 6, 2025Updated 9 months ago
- Generated geosite.dat based on Antifilter Community List☆25Apr 5, 2026Updated last week
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆65Jan 21, 2024Updated 2 years ago
- Work in progress LLM framework.☆15Oct 31, 2024Updated last year
- LLMs in a tiny box, under 3 Watt☆18Dec 30, 2024Updated last year