[EMNLP 2025] AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
☆18Apr 29, 2026Updated 5 months ago
Alternatives and similar repositories for amq
Users that are interested in amq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 9 months ago
- mi-optimize is a versatile tool designed for the quantization and evaluation of large language models (LLMs). The library's seamless inte…☆24Nov 28, 2024Updated last year
- Code for MatGPTQ: Accurate and Efficient Post-Training Matryoshka Quantization☆27Updated this week
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆32Feb 17, 2025Updated last year
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆78Jul 8, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆18Jul 1, 2023Updated 3 years ago
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆26Jul 21, 2023Updated 3 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆23Mar 15, 2024Updated 2 years ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆67Aug 9, 2024Updated 2 years ago
- ☆30Sep 11, 2026Updated 3 weeks ago
- ☆18Jul 31, 2025Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆11Dec 13, 2023Updated 2 years ago
- ☆15Apr 6, 2026Updated 6 months ago
- ☆25Oct 31, 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.
- [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
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆94Oct 22, 2024Updated last year
- [ICML 2025 Spotlight] RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding☆22Mar 2, 2025Updated last year
- [CVPR 2026] This is the official PyTorch implementation of "MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via D…☆34Mar 16, 2026Updated 6 months ago
- ☆25Dec 11, 2021Updated 4 years ago
- ☆30Jul 22, 2024Updated 2 years ago
- Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models☆25Sep 27, 2023Updated 3 years ago
- Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks☆15Feb 17, 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 Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆534Nov 26, 2024Updated last year
- The official code implementation for paper "PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs"☆30May 24, 2025Updated last year
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆29Dec 6, 2023Updated 2 years ago
- matlab code for hyperspectral target/anomaly detection☆10Dec 18, 2020Updated 5 years ago
- EQ-Net [ICCV 2023]☆32Aug 15, 2023Updated 3 years ago
- ☆130Jan 22, 2024Updated 2 years ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆105Jan 3, 2025Updated last year
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆15Apr 29, 2025Updated last year
- [NeurIPS 2025] Speculate Deep and Accurate☆25Aug 10, 2026Updated last month
- 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.
- 将《GRE再要你命3000词》中的例句按照规则提取改编，辅助单词记忆☆14Oct 19, 2018Updated 7 years ago
- ☆15Jul 25, 2024Updated 2 years ago
- ☆11Apr 5, 2023Updated 3 years ago
- ☆22Feb 5, 2024Updated 2 years ago
- Code Repository of Evaluating Quantized Large Language Models☆136Sep 8, 2024Updated 2 years ago
- [NAACL 2025] MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning☆23May 31, 2025Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆15Mar 20, 2025Updated last year