[NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu, Junwei Li, Jiayi Qian, Yongan Zhang, Xiangchi Yuan, Dachuan Shi, Roman Yakunin, and Yingyan (Celine) Lin.
☆19Dec 13, 2024Updated last year
Alternatives and similar repositories for AmoebaLLM
Users that are interested in AmoebaLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2020] "FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training" by Yonggan Fu, Ha…☆10Feb 13, 2022Updated 4 years ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆114Oct 15, 2024Updated last year
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 3 years ago
- ☆57Oct 8, 2024Updated last year
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 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.
- Supporting code for "LLMs for your iPhone: Whole-Tensor 4 Bit Quantization"☆11Mar 31, 2024Updated 2 years ago
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆32Apr 9, 2025Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- OpenAI GPT model to build your personal assistant in IoT devices. Just like Alexa, Google Assistant, Siri, etc. but with your own skills,…☆12Aug 7, 2023Updated 2 years ago
- O'Reilly Course, In-Memory Computing Essentials☆10Oct 16, 2020Updated 5 years ago
- ☆11Apr 5, 2023Updated 3 years ago
- ☆10Nov 16, 2024Updated last year
- EEZ Studio 中文版☆18Jun 20, 2025Updated last year
- In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy cust…☆15Feb 13, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- ☆21Oct 1, 2024Updated last year
- [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yon…☆13Feb 13, 2022Updated 4 years ago
- ☆40Apr 7, 2026Updated 2 months ago
- Stereo Event-based Visual-Inertial Odometry☆18Mar 16, 2023Updated 3 years ago
- PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images☆17Jun 20, 2023Updated 3 years ago
- ☆18Dec 11, 2024Updated last year
- Implementation of Direct Preference Optimization☆17Jul 17, 2023Updated 2 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- 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.
- [ICML 2023] "NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations" by Yonggan …☆19Mar 10, 2024Updated 2 years ago
- [CVPR 2025] Official repository for GETA☆42Nov 5, 2025Updated 8 months ago
- An approximate implementation of the OpenAI paper - An Empirical Model of Large-Batch Training for MNIST☆11Nov 19, 2022Updated 3 years ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆20Oct 5, 2024Updated last year
- MoE-Visualizer is a tool designed to visualize the selection of experts in Mixture-of-Experts (MoE) models.☆16Apr 8, 2025Updated last year
- ☆26Nov 23, 2023Updated 2 years ago
- [ 공모전 ] 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집 별 서비스 메시지 제안 : 이상치 탐지, 머신러닝, 딥러닝 모델☆14Jan 28, 2023Updated 3 years ago
- Summarize/analyze large amounts of text using local LLM models, langchain, ollama, and flask. No data leaves your computer.☆20May 7, 2024Updated 2 years ago
- WebPHPack is a simple php alternative to webpack for auto combining multiple JS and CSS files into single files.☆10Feb 16, 2018Updated 8 years ago
- 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.
- ☆20Dec 14, 2024Updated last year
- ***ECCV 2024*** AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition☆26Sep 22, 2024Updated last year
- Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)☆31Apr 13, 2026Updated 2 months ago
- Official Code Implementation for 'A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models'☆20Jul 24, 2024Updated last year
- A sample file and folder structure for a Node.JS project.☆12Aug 20, 2017Updated 8 years ago
- An official implementation of the paper "How Sparse Can We Prune A Deep Network: A Fundamental Limit Viewpoint".☆29Nov 13, 2024Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year