[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
☆23Mar 15, 2024Updated 2 years ago
Alternatives and similar repositories for smoothquantplus
Users that are interested in smoothquantplus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A high-throughput and memory-efficient inference and serving engine for LLMs☆12Nov 14, 2025Updated 8 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆11Dec 13, 2023Updated 2 years ago
- ☆30Jul 22, 2024Updated 2 years ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆111Apr 7, 2025Updated last year
- ☆92Jan 23, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆11Dec 26, 2025Updated 7 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated 2 years ago
- Zen-NAS, a lightning fast, training-free Neural Architecture Searching algorithm☆11Nov 12, 2021Updated 4 years ago
- ☆16Jan 14, 2025Updated last year
- Model optimizer used in Adlik.☆42May 23, 2023Updated 3 years ago
- ☆21Feb 5, 2024Updated 2 years ago
- [EMNLP 2025] AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models☆16Apr 29, 2026Updated 3 months ago
- ☆38Jun 14, 2023Updated 3 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆345Jul 2, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆176Nov 26, 2025Updated 8 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆226Dec 15, 2023Updated 2 years ago
- Incredible acceleration with pruning or the other compression techniques☆13Jul 7, 2021Updated 5 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated 2 years ago
- Collecting some papers about NN model compression☆14Oct 26, 2020Updated 5 years ago
- ☆17Oct 5, 2025Updated 10 months ago
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆185Apr 16, 2024Updated 2 years ago
- ☆129Jan 22, 2024Updated 2 years ago
- 用C++实现的一个简单的线程池，支持任务队列，实际任务继承自taskbase。☆12Apr 15, 2015Updated 11 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆15Jun 26, 2024Updated 2 years ago
- TensorRT实现YOLOX部署☆13Apr 19, 2022Updated 4 years ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆251Mar 15, 2024Updated 2 years ago
- Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks☆15Feb 17, 2025Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models☆40Aug 4, 2023Updated 3 years ago
- ☆15Feb 11, 2025Updated last year
- Official implementation of the ICLR 2024 paper AffineQuant☆30Mar 30, 2024Updated 2 years ago
- Nano vLLM v1 engine☆16Aug 6, 2025Updated last year
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆50Apr 21, 2026Updated 3 months 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.
- The code of 《HAM: Hidden Anchor Mechanism for Scene Text Detection》☆11Sep 22, 2020Updated 5 years ago
- Minimal PyTorch implementation of TP, SP, FSDP and sharded-EMA☆32Nov 27, 2025Updated 8 months ago
- This repository contains the implementation of the paper: "Span Classification with Structured Information for Disfluency Detection in Sp…☆14Jun 6, 2023Updated 3 years ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆190Mar 23, 2026Updated 4 months ago
- DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting☆19Mar 4, 2025Updated last year
- patches for huggingface transformers to save memory☆37May 9, 2026Updated 3 months ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆123Mar 6, 2024Updated 2 years ago