Low-bit optimizers for PyTorch
☆138Oct 9, 2023Updated 2 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☆39Jun 20, 2025Updated 9 months ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆28Feb 17, 2025Updated last year
- ☆157Jun 22, 2023Updated 2 years ago
- ☆63Jul 21, 2024Updated last year
- [Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huan…☆19Mar 14, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆48Jul 12, 2024Updated last year
- code for Scaling Laws of RoPE-based Extrapolation☆73Oct 16, 2023Updated 2 years ago
- ☆14Aug 1, 2025Updated 8 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆280Nov 3, 2023Updated 2 years ago
- ☆236Jun 11, 2024Updated 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
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Aug 30, 2023Updated 2 years ago
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 3 weeks ago
- Quartet II Official Code☆65Mar 23, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,683Oct 28, 2024Updated last year
- Microsoft Automatic Mixed Precision Library☆636Dec 1, 2025Updated 4 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆261Aug 9, 2025Updated 8 months ago
- ☆120Mar 18, 2026Updated 3 weeks ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Jun 21, 2023Updated 2 years ago
- LOMO: LOw-Memory Optimization☆991Jul 2, 2024Updated last year
- Linear Attention Sequence Parallelism (LASP)☆88Jun 4, 2024Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆222Dec 15, 2023Updated 2 years ago
- See https://github.com/cuda-mode/triton-index/ instead!☆11May 8, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆101May 30, 2023Updated 2 years ago
- Collaborative Training of Large Language Models in an Efficient Way☆420Aug 28, 2024Updated last year
- Deep neural network framework for multiple GPUs☆34Jun 20, 2015Updated 10 years ago
- Decensoring Hentai☆14Sep 19, 2022Updated 3 years ago
- Implements the SM3-II adaptive optimization algorithm for PyTorch.☆33Sep 3, 2024Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆175Nov 11, 2025Updated 5 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆57Nov 8, 2024Updated last year
- ☆10Apr 24, 2023Updated 2 years ago
- FLOPS counter for all your GPU benchmarking needs☆13Aug 8, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆32Dec 17, 2025Updated 3 months ago
- AudioSR-Upsampling (any -> 48kHz)☆42Feb 13, 2024Updated 2 years ago
- Code release for "TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices"☆21Jun 7, 2025Updated 10 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆715Aug 13, 2024Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆90Apr 8, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆501Nov 26, 2024Updated last year
- ☆53Jul 18, 2024Updated last year