[ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation
☆50Apr 21, 2026Updated 3 months ago
Alternatives and similar repositories for EoRA
Users that are interested in EoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated 2 years ago
- [ICML 2025] MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design☆30Jul 4, 2025Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 2 years ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆77Jul 8, 2025Updated last year
- ☆35Mar 28, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- PELA: Learning Parameter-Efficient Models with Low-Rank Approximation [CVPR 2024]☆19Apr 14, 2024Updated 2 years ago
- ☆54Nov 5, 2024Updated last year
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 7 months ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆31Feb 17, 2025Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆426Feb 14, 2025Updated last year
- LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM…☆1,228Updated this week
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆94Jul 28, 2025Updated last year
- Algorithm-System Co-design: accurate and efficient 2-bit KV cache quantization for LLM Inference.☆19May 20, 2026Updated 2 months ago
- ☆21Feb 5, 2024Updated 2 years ago
- 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.
- [EMNLP 2025] AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models☆16Apr 29, 2026Updated 3 months ago
- [Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huan…☆19Mar 14, 2023Updated 3 years ago
- Low-bit optimizers for PyTorch☆139Oct 9, 2023Updated 2 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆23Mar 15, 2024Updated 2 years ago
- ☆25Oct 31, 2024Updated last year
- A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022☆40Nov 30, 2023Updated 2 years ago
- [ICCVw19] DAME WEB: DynAmic MEan with Whitening Ensemble Binarization for Landmark Retrieval without Human Annotation☆10Dec 20, 2019Updated 6 years ago
- MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models☆29Apr 2, 2026Updated 4 months ago
- [ACL 2026 Main] Code for the paper "ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs"☆29Jun 1, 2026Updated 2 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The code of Advancing Expert Specialization for Better MoE (NeurIPS2025 oral)☆36Jan 22, 2026Updated 6 months ago
- ☆36Mar 12, 2025Updated last year
- ☆51May 20, 2025Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Dec 6, 2023Updated 2 years ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆41Sep 24, 2024Updated 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
- LLM Quantization toolkit☆22Jun 11, 2026Updated 2 months ago
- ☆182Jun 22, 2025Updated last year
- Official repository for "Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration", which has been …☆17Sep 29, 2025Updated 10 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Work in progress.☆81Nov 25, 2025Updated 8 months ago
- ☆30Jul 22, 2024Updated 2 years ago
- ☆14Mar 2, 2025Updated last year
- [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
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆93Mar 17, 2025Updated last year
- ☆17Jun 9, 2024Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆92Oct 22, 2024Updated last year