Survey Paper List - Efficient LLM and Foundation Models
☆266Sep 22, 2024Updated 2 years ago
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☆435Jun 27, 2026Updated 3 months ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆17Aug 18, 2023Updated 3 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
- 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.
- Fast Multimodal LLM on Mobile Devices☆1,622Sep 30, 2026Updated last week
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,257Jun 23, 2025Updated last year
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆20Aug 4, 2022Updated 4 years ago
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year
- ☆113Oct 2, 2024Updated 2 years ago
- ☆70Nov 16, 2024Updated last year
- Efficient Multimodal Large Language Models: A Survey☆387Apr 29, 2025Updated last year
- ☆37May 28, 2024Updated 2 years ago
- LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation☆70Aug 9, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,529Aug 14, 2026Updated last month
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 11 months ago
- [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☆46Apr 25, 2026Updated 5 months ago
- A curated list for Efficient Large Language Models☆2,044Jun 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。☆18Oct 6, 2026Updated last week
- A resilient distributed training framework☆101Jul 24, 2026Updated 2 months ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆254Jul 7, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆138Feb 22, 2024Updated 2 years ago
- ☆20Jun 21, 2025Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 3 years ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 4 years ago
- Awesome LLM compression research papers and tools.☆1,883Aug 27, 2026Updated last month
- 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?"☆24Feb 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 ".☆130Jul 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Oct 9, 2023Updated 3 years ago
- Sensitive-rs is a Rust library for finding, validating, filtering, and replacing sensitive words. It provides efficient algorithms to han…☆27Updated this week
- 🌏 UI component library for the future, based on WebComponent.☆23Nov 12, 2024Updated last year
- [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 🌱☆166Jun 8, 2026Updated 4 months ago
- A curated list of early exiting (LLM, CV, NLP, etc)☆74Aug 21, 2024Updated 2 years ago
- 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