saic-fi / MobileQuantLinks
[EMNLP Findings 2024] MobileQuant: Mobile-friendly Quantization for On-device Language Models
☆63Updated 8 months ago
Alternatives and similar repositories for MobileQuant
Users that are interested in MobileQuant are comparing it to the libraries listed below
Sorting:
- Inference RWKV v5, v6 and v7 with Qualcomm AI Engine Direct SDK☆68Updated last week
- ☆123Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆124Updated last month
- ☆73Updated 4 months ago
- This repository is a read-only mirror of https://gitlab.arm.com/kleidi/kleidiai☆43Updated last week
- An easy-to-use package for implementing SmoothQuant for LLMs☆99Updated last month
- ☆119Updated last year
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆172Updated 2 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆211Updated 6 months ago
- Reorder-based post-training quantization for large language model☆190Updated 2 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆305Updated 11 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆114Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆23Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- llama INT4 cuda inference with AWQ☆54Updated 4 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆39Updated last year
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆118Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆195Updated last year
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆185Updated 4 months ago
- ☆149Updated 2 years ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆211Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆282Updated 3 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆136Updated 2 weeks ago
- ☆74Updated 6 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 10 months ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆64Updated last week
- ☆67Updated 7 months ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆108Updated 7 months ago