A quantization algorithm for LLM
☆153Jun 21, 2024Updated 2 years ago
Alternatives and similar repositories for decoupleQ
Users that are interested in decoupleQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆25Oct 31, 2024Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆348Mar 10, 2026Updated 5 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆227Nov 25, 2025Updated 9 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆160Aug 21, 2025Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆401Feb 24, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆177Nov 26, 2025Updated 9 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆854Mar 6, 2025Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆433Aug 13, 2024Updated 2 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆532Nov 26, 2024Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆346Jul 2, 2024Updated 2 years ago
- ☆42Mar 28, 2024Updated 2 years ago
- ☆91Jan 23, 2025Updated last year
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎：https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- 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 the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆72Mar 7, 2024Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆52Oct 21, 2023Updated 2 years ago
- Code Repository of Evaluating Quantized Large Language Models☆135Sep 8, 2024Updated last year
- ☆54Nov 5, 2024Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆428Feb 14, 2025Updated last year
- Implementation of "RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm"☆18Apr 11, 2025Updated last year
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆769Aug 6, 2025Updated last year
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆348Apr 10, 2026Updated 4 months ago
- ☆186Jun 22, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆911Nov 26, 2025Updated 9 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆431Nov 20, 2025Updated 9 months ago
- ☆173Mar 9, 2023Updated 3 years ago
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.☆743May 14, 2026Updated 3 months ago
- PB-LLM: Partially Binarized Large Language Models☆158Nov 20, 2023Updated 2 years ago
- DeeperGEMM: crazy optimized version☆85May 5, 2025Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆200Updated this week
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆50Apr 21, 2026Updated 4 months ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆123Mar 6, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An easy-to-use package for implementing SmoothQuant for LLMs☆111Apr 7, 2025Updated last year
- ☆120Feb 26, 2026Updated 6 months ago
- ☆54May 19, 2025Updated last year
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆200Jan 14, 2025Updated last year
- ☆14Nov 3, 2025Updated 9 months ago
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆187Apr 24, 2026Updated 4 months ago
- Fast low-bit matmul kernels in Triton☆483Aug 9, 2026Updated 3 weeks ago