LiuXiaoxuanPKU / GACT-ICMLLinks
☆42Updated 2 years ago
Alternatives and similar repositories for GACT-ICML
Users that are interested in GACT-ICML are comparing it to the libraries listed below
Sorting:
- This repository contains integer operators on GPUs for PyTorch.☆205Updated last year
- ☆148Updated 11 months ago
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆28Updated 4 years ago
- ☆74Updated 4 years ago
- ☆59Updated last year
- ☆51Updated 11 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆69Updated last year
- ☆54Updated last year
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆47Updated 2 years ago
- ☆105Updated 10 months ago
- pytorch-profiler☆51Updated 2 years ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆88Updated 2 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆67Updated 3 months ago
- ☆20Updated last year
- 16-fold memory access reduction with nearly no loss☆99Updated 3 months ago
- ☆31Updated last year
- BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.☆54Updated 2 years ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆57Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆122Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆100Updated 3 weeks ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆297Updated 7 months ago
- Code for ICML 2021 submission☆34Updated 4 years ago
- Code Repository of Evaluating Quantized Large Language Models☆124Updated 9 months ago
- AFPQ code implementation☆21Updated last year
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆210Updated last week
- ☆84Updated 3 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆47Updated 3 weeks ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 months ago
- ☆80Updated last month