PingchengDong / GQA-LUTLinks
The official implementation of the DAC 2024 paper GQA-LUT
☆20Updated 11 months ago
Alternatives and similar repositories for GQA-LUT
Users that are interested in GQA-LUT are comparing it to the libraries listed below
Sorting:
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- LLM Inference with Microscaling Format☆33Updated last year
- ☆37Updated last year
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆115Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆38Updated last year
- AFPQ code implementation☆24Updated 2 years ago
- ☆24Updated last year
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆124Updated 2 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆46Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated last year
- ☆15Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 8 months ago
- Torch2Chip (MLSys, 2024)☆55Updated 8 months ago
- Residual vector quantization for KV cache compression in large language model☆10Updated last year
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆24Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated last year
- ☆73Updated last week
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆21Updated last month
- ☆83Updated 10 months ago
- ☆60Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆121Updated 5 months ago
- A framework to compare low-bit integer and float-point formats☆49Updated last month
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- ☆15Updated 3 years ago
- ☆81Updated last year
- ViTALiTy (HPCA'23) Code Repository☆23Updated 2 years ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆24Updated 9 months ago
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Updated last year