IST-DASLab / FP-QuantLinks
☆93Updated 2 months ago
Alternatives and similar repositories for FP-Quant
Users that are interested in FP-Quant are comparing it to the libraries listed below
Sorting:
- ☆60Updated last year
- ☆84Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆165Updated 2 months ago
- Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”☆118Updated this week
- Code Repository of Evaluating Quantized Large Language Models☆136Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆208Updated 2 months ago
- LLM Inference with Microscaling Format☆34Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆279Updated 3 months ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆88Updated 9 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆172Updated 2 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆142Updated 8 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆154Updated 5 months ago
- Autonomous GPU Kernel Generation via Deep Agents☆228Updated this week
- ☆65Updated 9 months ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆81Updated 6 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆133Updated last year
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆80Updated 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
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Updated 11 months ago
- ☆40Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆61Updated 10 months ago
- Implement Flash Attention using Cute.☆100Updated last year
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Updated 4 months ago
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Updated last year
- 16-fold memory access reduction with nearly no loss☆110Updated 10 months ago
- llama INT4 cuda inference with AWQ☆55Updated last year
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆258Updated 5 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
- This repository contains integer operators on GPUs for PyTorch.☆237Updated 2 years ago
- ☆164Updated last year