Survey Paper List - Efficient LLM and Foundation Models
☆266Sep 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:
- ☆103Jan 17, 2024Updated 2 years ago
- Paper list for Personal LLM Agents☆433Jun 27, 2026Updated 3 weeks ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆17Aug 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
- ☆215Jan 17, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,259Jun 23, 2025Updated last year
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year
- ☆109Oct 2, 2024Updated last year
- Our unique contributions are in tools/train/benchmark.☆22Apr 14, 2025Updated last year
- Efficient Multimodal Large Language Models: A Survey☆386Apr 29, 2025Updated last year
- ☆36May 28, 2024Updated 2 years ago
- LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation☆70Aug 9, 2024Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,413Jun 23, 2026Updated last month
- Code release for VTW (AAAI 2025 Oral)☆68Nov 4, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Jul 17, 2024Updated 2 years ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- A Stream-based LLM Agent Framework for Continuous Context Sensing and Sharing☆45Apr 25, 2026Updated 2 months ago
- A curated list for Efficient Large Language Models☆2,024Jun 17, 2025Updated 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。☆17Updated this week
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆252Jul 7, 2023Updated 3 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆135Feb 22, 2024Updated 2 years ago
- ☆19Jun 21, 2025Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆68Mar 12, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 2 years ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 4 years ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆30Oct 1, 2024Updated last year
- Awesome LLM compression research papers and tools.☆1,854Jun 30, 2026Updated 3 weeks ago
- 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
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated 2 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆128Jul 6, 2025Updated last year
- LLMs in a tiny box, under 3 Watt☆18Dec 30, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Oct 9, 2023Updated 2 years ago
- Sensitive-rs is a Rust library for finding, validating, filtering, and replacing sensitive words. It provides efficient algorithms to han…☆26Updated this week
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆164Jun 8, 2026Updated last month
- A curated list of early exiting (LLM, CV, NLP, etc)☆74Aug 21, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆850Mar 6, 2025Updated last year
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆25Nov 10, 2024Updated last year