A collection of research papers on low-precision training methods
☆72May 10, 2025Updated last year
Alternatives and similar repositories for Awesome-Low-Precision-Training
Users that are interested in Awesome-Low-Precision-Training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆41May 4, 2026Updated 5 months ago
- ☆16Sep 1, 2025Updated last year
- ☆35Dec 22, 2025Updated 9 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆268Aug 9, 2025Updated last year
- ☆64Jul 21, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆16Oct 27, 2023Updated 2 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆97Jul 28, 2025Updated last year
- [ICML 2026 Spotlight] Official implementation of TetraJet-v2: Accurate NVFP4 Training for LLMs, with fully-NVFP4 linear layer with unbias…☆18Jul 3, 2026Updated 3 months ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆365Jul 17, 2026Updated 2 months ago
- A tool for model sparse based on torch.fx☆13Jun 3, 2024Updated 2 years ago
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated last year
- An implementation is provided here for the NeurIPS2024 paper "MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected…☆16Mar 24, 2026Updated 6 months ago
- ☆38Feb 8, 2024Updated 2 years ago
- LLM Inference with Microscaling Format☆35Nov 12, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Jul 5, 2025Updated last year
- diffusers with search engine☆12Aug 12, 2026Updated 2 months ago
- SS2 HRTF Dataset - Reality Labs Research Audio☆18May 22, 2026Updated 4 months ago
- ☆158Jun 22, 2023Updated 3 years ago
- A pytorch template for beginners based on pytorch_lightning☆52Feb 1, 2024Updated 2 years ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆77Nov 21, 2023Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆433Nov 20, 2025Updated 10 months ago
- Code for the papers: “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling” and “Adaptive Block-Scaled Data Types”☆204Apr 21, 2026Updated 5 months ago
- This repository contains low-bit quantization papers from 2020 to 2026 on top conference.☆227Aug 22, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Spherical residual vector quantization (SRVQ)☆31Aug 25, 2024Updated 2 years ago
- PyTorch-based room impulse response (RIR) simulation toolkit with dynamic scenes, GPU acceleration.☆26Updated this week
- List of papers related to neural network quantization in recent AI conferences and journals.☆855Mar 27, 2025Updated last year
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design☆26May 29, 2025Updated last year
- ☆22Feb 11, 2022Updated 4 years ago
- code for "TVG: A Training-free Transition Video Generation Method with Diffusion Models"☆50Aug 19, 2024Updated 2 years ago
- A simple MIPS CPU for BUAA CO course (and now NSCSCC).☆10May 15, 2021Updated 5 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆14Sep 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implement Code for UniMix and Bayias Compensated Loss☆19Mar 7, 2023Updated 3 years ago
- Display PyData files (.npz .npy .pkl .pth) in VSCode.☆36Mar 18, 2026Updated 6 months ago
- ☆18Sep 25, 2025Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆227Dec 15, 2023Updated 2 years ago
- Official implementation for Training LLMs with MXFP4☆130Apr 25, 2025Updated last year
- ☆129Mar 18, 2026Updated 6 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated 2 years ago