thu-ml / Jetfire-INT8TrainingLinks
☆60Updated last year
Alternatives and similar repositories for Jetfire-INT8Training
Users that are interested in Jetfire-INT8Training are comparing it to the libraries listed below
Sorting:
- Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”☆118Updated this week
- ☆85Updated last year
- LLM Inference with Microscaling Format☆34Updated 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
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Updated 11 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆208Updated 2 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆172Updated 2 months ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆165Updated 2 months ago
- ☆93Updated 2 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Updated 7 months ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆51Updated last year
- Code Repository of Evaluating Quantized Large Language Models☆136Updated last year
- ☆158Updated 11 months ago
- 16-fold memory access reduction with nearly no loss☆110Updated 10 months ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆88Updated 10 months ago
- ☆83Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆81Updated 6 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆281Updated 3 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆154Updated 11 months ago
- ☆40Updated last year
- AFPQ code implementation☆23Updated 2 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆61Updated 10 months ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆67Updated 7 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆142Updated 8 months ago
- Efficient 2:4 sparse training algorithms and implementations☆58Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆237Updated 2 years ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆118Updated 3 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆80Updated 7 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆80Updated last month
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆160Updated 3 months ago