Low-bit optimizers for PyTorch
☆140Oct 9, 2023Updated 3 years ago
Alternatives and similar repositories for low-bit-optimizers
Users that are interested in low-bit-optimizers 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
- ☆158Jun 22, 2023Updated 3 years ago
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆50Apr 21, 2026Updated 6 months ago
- [Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huan…☆19Mar 14, 2023Updated 3 years ago
- [ACL 2025] Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models☆40Nov 4, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆129Mar 18, 2026Updated 7 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆279Nov 3, 2023Updated 2 years ago
- A Tight-fisted Optimizer☆52Mar 7, 2023Updated 3 years ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆48Jul 12, 2024Updated 2 years ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Oct 16, 2023Updated 3 years ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆32Feb 17, 2025Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆227Dec 15, 2023Updated 2 years ago
- Code for paper: "LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits"☆14Sep 19, 2025Updated last year
- ☆11Aug 26, 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.
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,712Oct 28, 2024Updated 2 years ago
- 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
- An efficient framework for collaborative training of large language models☆421Aug 28, 2024Updated 2 years ago
- Reorder-based post-training quantization for large language model☆201May 17, 2023Updated 3 years ago
- ☆64Jul 21, 2024Updated 2 years ago
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆14Jun 7, 2023Updated 3 years ago
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated 2 years ago
- LOMO: LOw-Memory Optimization☆992Jul 2, 2024Updated 2 years ago
- 'Grad-TTS' with Multilingual Cleaners☆12Apr 6, 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.
- Code for SFT and RL☆12Jun 22, 2025Updated last year
- ☆236Jun 11, 2024Updated 2 years ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated 2 years ago
- Source code of the paper "OpSparse: a Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs"☆16Aug 23, 2022Updated 4 years ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Aug 30, 2023Updated 3 years ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆269Aug 9, 2025Updated last year
- Deep neural network framework for multiple GPUs☆34Jun 20, 2015Updated 11 years ago
- ☆14May 4, 2026Updated 5 months ago
- Decensoring Hentai☆13Sep 19, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- BEGANSing - Korean SVS + SVC + AudioSR☆11Feb 17, 2024Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆100May 30, 2023Updated 3 years ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆204Sep 2, 2026Updated 2 months ago
- ☆10Apr 24, 2023Updated 3 years ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆462May 13, 2025Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆8,536Updated this week
- Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models☆345Feb 23, 2025Updated last year