[ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training
☆261Aug 9, 2025Updated 8 months ago
Alternatives and similar repositories for COAT
Users that are interested in COAT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Microsoft Automatic Mixed Precision Library☆636Dec 1, 2025Updated 4 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆39Sep 24, 2024Updated last year
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆982Feb 5, 2026Updated 2 months ago
- ☆239Nov 19, 2025Updated 4 months ago
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆156Mar 21, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆248Jun 15, 2025Updated 9 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders☆26Feb 21, 2025Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆178Oct 3, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆826Mar 6, 2025Updated last year
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆276Jul 6, 2025Updated 9 months ago
- ☆65Apr 26, 2025Updated 11 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆418Aug 13, 2024Updated last year
- Patch convolution to avoid large GPU memory usage of Conv2D☆96Jan 23, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Distributed Compiler based on Triton for Parallel Systems☆1,403Updated this week
- A sparse attention kernel supporting mix sparse patterns☆495Jan 18, 2026Updated 2 months ago
- Ring attention implementation with flash attention☆1,006Sep 10, 2025Updated 7 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆535Feb 10, 2025Updated last year
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆278Jul 16, 2025Updated 8 months ago
- Model Compression Toolbox for Large Language Models and Diffusion Models☆774Aug 14, 2025Updated 8 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆222Dec 15, 2023Updated 2 years ago
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆655Mar 6, 2026Updated last month
- Work in progress.☆79Nov 25, 2025Updated 4 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An experimental communicating attention kernel based on DeepEP.☆35Jul 29, 2025Updated 8 months ago
- ☆63Jul 21, 2024Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,203Updated this week
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆384Nov 20, 2025Updated 4 months ago
- ☆27Mar 29, 2025Updated last year
- ☆119May 19, 2025Updated 10 months ago
- Fast low-bit matmul kernels in Triton☆443Apr 4, 2026Updated last week
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆28Feb 17, 2025Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆150May 10, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,280Jan 17, 2026Updated 2 months ago
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆973Feb 25, 2026Updated last month
- An acceleration library that supports arbitrary bit-width combinatorial quantization operations☆244Sep 30, 2024Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆501Nov 26, 2024Updated last year
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,284Aug 28, 2025Updated 7 months ago
- Official repo of dataset-decomposition paper [NeurIPS 2024]☆21Jan 8, 2025Updated last year