[EMNLP Findings 2024] MobileQuant: Mobile-friendly Quantization for On-device Language Models
☆67Sep 22, 2024Updated last year
Alternatives and similar repositories for MobileQuant
Users that are interested in MobileQuant are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- QAI AppBuilder is designed to help developers easily execute models on WoS and Linux platforms. It encapsulates the Qualcomm® AI Runtime …☆147Apr 2, 2026Updated last week
- ☆14Jul 14, 2025Updated 8 months ago
- High-speed and easy-use LLM serving framework for local deployment☆147Aug 7, 2025Updated 8 months ago
- The repository supports TensorRT, QNN platform inference, 2D obstacle detection yolo series (yolov5, yolov8, yolo11, yolox), semantic seg…☆20May 6, 2025Updated 11 months ago
- This project is intended to build and deploy an SNPE model on Qualcomm Devices, which are having unsupported layers which are not part of…☆10Oct 4, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Inference RWKV v5, v6 and v7 with Qualcomm AI Engine Direct SDK☆91Feb 14, 2026Updated last month
- Self-implemented NN operators for Qualcomm's Hexagon NPU☆58Sep 30, 2025Updated 6 months ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- Fast Multimodal LLM on Mobile Devices☆1,463Mar 29, 2026Updated last week
- snpe tutorial☆10Dec 25, 2023Updated 2 years ago
- FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters☆16May 26, 2021Updated 4 years ago
- ☆14Feb 3, 2022Updated 4 years ago
- Qualcomm® AI Hub Models is our collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) an…☆977Updated this week
- Awesome-SLM: a curated list of Small Language Model☆29Jun 24, 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.
- ☆23Sep 29, 2024Updated last year
- ☆18Dec 7, 2023Updated 2 years ago
- ☆67Nov 16, 2024Updated last year
- Model Quantization Benchmark☆18Mar 23, 2026Updated 2 weeks ago
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆16Oct 11, 2024Updated last year
- YOLOv5在高通AI Engine Direct环境下进行QNN量化，CPU推理的项目☆16Sep 10, 2024Updated last year
- 基于 CUDA Driver API 的 cuda 运行时环境☆16Jul 30, 2025Updated 8 months ago
- ☆74Updated this week
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Run Chinese MobileBert model on SNPE.☆15May 19, 2023Updated 2 years ago
- A yolov7-tiny model inference applied on qualcomm snpe for pedestrian detection with embedded system.☆13Sep 23, 2024Updated last year
- ☆16Jul 23, 2024Updated last year
- riteme's blog☆27Jan 11, 2023Updated 3 years ago
- ☆15Sep 24, 2023Updated 2 years ago
- Anatomy of a powerhouse: SystemVerilog TPU based on Google TPU v1☆20Nov 9, 2025Updated 5 months ago
- 本项目是一个通过文字生成图片的项目，基于开源模型Stable Diffusion V1.5生成可以在手机的CPU和NPU上运行的模型，包括其配套的模型运行框架。☆235Mar 29, 2024Updated 2 years ago
- What Would Portland Do? Generative agent experience☆13Mar 13, 2024Updated 2 years ago
- ☆20Apr 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 and start building anything your business needs.
- On-device AI across mobile, embedded and edge for PyTorch☆4,469Updated this week
- This is the repository containing the implementation of sparse dense matrix multiplication for the matrix dimension of 560 x 560.☆10Jul 7, 2021Updated 4 years ago
- Petri Net Simulator program☆10Nov 27, 2017Updated 8 years ago
- ☆48Apr 29, 2025Updated 11 months ago
- ☆81Jul 21, 2022Updated 3 years ago
- A tool to transform Android Cuttlefish images into QEMU disk images☆17Jul 12, 2024Updated last year
- Implementation of OpenAI paper with Simple Noise Scale on Fastai V2☆19Apr 16, 2021Updated 4 years ago