[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 6 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆11Dec 13, 2023Updated 2 years ago
- ☆30Jul 22, 2024Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆111Apr 7, 2025Updated last year
- ☆89Jan 23, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- Model optimizer used in Adlik.☆41May 23, 2023Updated 3 years ago
- ☆21Feb 5, 2024Updated 2 years ago
- ☆38Jun 14, 2023Updated 2 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆340Jul 2, 2024Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆174Nov 26, 2025Updated 5 months ago
- Incredible acceleration with pruning or the other compression techniques☆13Jul 7, 2021Updated 4 years ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆224Dec 15, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Collecting some papers about NN model compression☆14Oct 26, 2020Updated 5 years ago
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆45Apr 21, 2026Updated last month
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆186Apr 16, 2024Updated 2 years ago
- ☆27Jul 30, 2024Updated last year
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆252Mar 15, 2024Updated 2 years ago
- Implemented a script that automatically adjusts Qwen3's inference and non-inference capabilities, based on an OpenAI-like API. The infere…☆22May 9, 2025Updated last year
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Oct 5, 2022Updated 3 years ago
- Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks☆15Feb 17, 2025Updated last year
- ☆15Jun 26, 2024Updated 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.
- ROS 2 Inference sample for using Rockchip NPU.☆17Feb 20, 2023Updated 3 years ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models☆41Aug 4, 2023Updated 2 years ago
- The reproduct of the paper - Aligner: Achieving Efficient Alignment through Weak-to-Strong Correction☆21May 29, 2024Updated last year
- LLM Quantization toolkit☆20May 2, 2026Updated 3 weeks ago
- Official implementation of the ICLR 2024 paper AffineQuant☆30Mar 30, 2024Updated 2 years ago
- ☆19Feb 18, 2025Updated last year
- ☆43Jan 30, 2026Updated 3 months ago
- This repository contains the implementation of the paper: "Span Classification with Structured Information for Disfluency Detection in Sp…☆14Jun 6, 2023Updated 2 years ago
- ☆16Jan 14, 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.
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆123Mar 6, 2024Updated 2 years ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆190Mar 23, 2026Updated 2 months ago
- The code of 《HAM: Hidden Anchor Mechanism for Scene Text Detection》☆11Sep 22, 2020Updated 5 years ago
- 大模型部署实战:TensorRT-LLM, Triton Inference Server, vLLM☆27Feb 26, 2024Updated 2 years ago
- Summary of some awesome work for optimizing LLM inference☆248Feb 14, 2026Updated 3 months ago
- ☆29Feb 3, 2026Updated 3 months ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆278Aug 31, 2024Updated last year