This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.
☆89Oct 25, 2024Updated last year
Alternatives and similar repositories for Moonlit
Users that are interested in Moonlit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆66Aug 5, 2024Updated 2 years ago
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆38Nov 28, 2025Updated 10 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆178Nov 26, 2025Updated 10 months ago
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆23Apr 25, 2023Updated 3 years ago
- ☆14Jun 22, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 3 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆49Jun 4, 2024Updated 2 years ago
- code for NASViT☆67Apr 25, 2022Updated 4 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 7 years ago
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Jul 10, 2023Updated 3 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆98Dec 21, 2023Updated 2 years ago
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023☆10Mar 1, 2023Updated 3 years ago
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆12Apr 17, 2023Updated 3 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.
- 微信Ipad协议golang版本，基于grpc的实现策略。这套代码需要通过gprc服务端组包解包才可以正常使用☆13Jul 8, 2019Updated 7 years ago
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆12Sep 30, 2020Updated 6 years ago
- Official implementation of the ICLR 2024 paper AffineQuant☆31Mar 30, 2024Updated 2 years ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆29Dec 6, 2023Updated 2 years ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆63Mar 19, 2023Updated 3 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆84Jan 26, 2021Updated 5 years ago
- A distributed in-memory store for temporal knowledge graphs☆10Mar 20, 2024Updated 2 years ago
- A simple and effective LLM pruning approach.☆880Aug 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.
- ☆44Jun 14, 2026Updated 3 months ago
- ☆10Dec 9, 2021Updated 4 years ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆77Jan 6, 2024Updated 2 years ago
- A curated list for Efficient Large Language Models☆2,044Jun 17, 2025Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated 2 years ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Sep 11, 2026Updated 3 weeks ago
- Generative Models for Image Captioning☆10Jun 7, 2017Updated 9 years ago
- ☆15Mar 21, 2025Updated last year
- Stencil with Optimized Dataflow Architecture☆12Feb 27, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,140Oct 7, 2024Updated 2 years ago
- The official implementation of paper PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search☆32Sep 5, 2023Updated 3 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆34Jan 20, 2022Updated 4 years ago
- ☆30Dec 28, 2021Updated 4 years ago
- ☆25Oct 31, 2024Updated last year
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆207Sep 2, 2024Updated 2 years ago
- ☆13Jun 29, 2024Updated 2 years ago