yifu-ding / BGEMM-CUDALinks
This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!
☆18Updated last year
Alternatives and similar repositories for BGEMM-CUDA
Users that are interested in BGEMM-CUDA are comparing it to the libraries listed below
Sorting:
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆87Updated 9 months ago
- ☆113Updated 2 years ago
- LLM Inference with Microscaling Format☆34Updated last year
- Code Repository of Evaluating Quantized Large Language Models☆136Updated last year
- ☆83Updated last year
- 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
- ☆33Updated 3 weeks ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆206Updated last month
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆100Updated last year
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆34Updated 9 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆24Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 9 months ago
- 🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)☆10Updated this week
- DeiT implementation for Q-ViT☆25Updated 9 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆44Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆50Updated 2 years ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆76Updated last month
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆80Updated 5 months ago
- ☆19Updated 4 years ago
- Repo for SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting (ISCA25)☆70Updated 8 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆172Updated last month
- ☆25Updated last year
- ☆49Updated last year
- ☆164Updated last year
- ☆85Updated 11 months ago
- ☆169Updated 2 years ago
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆16Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆132Updated last year
- Code release for AdapMoE accepted by ICCAD 2024☆35Updated 8 months ago