[NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs
☆17Dec 17, 2025Updated 10 months ago
Alternatives and similar repositories for HBLLM
Users that are interested in HBLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Apr 6, 2026Updated 6 months ago
- Fast Synchronization-Free Algorithms for Parallel Sparse Triangular Solves with Multiple Right-Hand Sides (SpTRSM)☆17Feb 14, 2020Updated 6 years ago
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 6 months ago
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆19Jun 3, 2025Updated last year
- [EMNLP 2025] AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models☆31Apr 29, 2026Updated 6 months 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.
- The official repository for QWHA☆13Sep 17, 2025Updated last year
- This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value …☆30May 16, 2026Updated 5 months ago
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆45Aug 13, 2025Updated last year
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆31Aug 5, 2025Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆67Aug 9, 2024Updated 2 years ago
- ☆18May 15, 2024Updated 2 years ago
- The official project website of "SliderQuant: Accurate Post-Training Quantization for LLMs" (accepted to ICLR 2026).☆28Jun 15, 2026Updated 4 months ago
- Blog☆18May 15, 2024Updated 2 years ago
- ☆62May 11, 2026Updated 5 months 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.
- [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
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆32Feb 17, 2025Updated last year
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆41Dec 24, 2025Updated 10 months ago
- [ICML 2025] MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design☆32Jul 4, 2025Updated last year
- We propose NOS-IR, the execution of information retrieval on NOS as a conceptual and technical framework in which CIC is the canonical in…☆11Dec 26, 2025Updated 10 months ago
- A browser extension that adds a Code Wiki button to GitHub repositories☆14Aug 15, 2026Updated 2 months ago
- Debug RAG pipelines with just 2 lines of code☆14Dec 29, 2025Updated 10 months ago
- matlab code for hyperspectral target/anomaly detection☆10Dec 18, 2020Updated 5 years ago
- [CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything☆85Jun 26, 2024Updated 2 years 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.
- (CVPR'26) Gradient-free Layer Selection for Efficient Training of Deep Neural Networks☆12Mar 23, 2026Updated 7 months ago
- ☆35Mar 28, 2025Updated last year
- A PyTorch-based optimizer wrapper for continual learning via selective fine-tuning, guided by the condition number κ (kappa) of model ten…☆13Mar 13, 2026Updated 7 months ago
- Official code of Discrete Forcing☆15Oct 4, 2026Updated 3 weeks ago
- Quantica is a fast, Hybrid Classical–Quantum Programming designed for high-performance computing, AI, and quantum-inspired algorithms. It…☆16Apr 25, 2026Updated 6 months ago
- Repo for "STAR: Spectral Truncation and Rescale for Model Merging" [NAACL 2025]☆11Oct 22, 2026Updated last week
- Disaggregated quantization official codebase☆32Oct 21, 2026Updated last week
- CUDA SGEMM optimization note☆16Oct 31, 2023Updated 2 years ago
- [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#☆79Feb 12, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Talk to your users☆13Dec 4, 2025Updated 10 months ago
- ☆11Mar 4, 2025Updated last year
- A Open Source alternative to Linktree☆14Jul 6, 2026Updated 3 months ago
- ☆13Feb 24, 2021Updated 5 years ago
- Quantize transformers to any learned arbitrary 4-bit numeric format☆60Jul 2, 2026Updated 3 months ago
- Weighted Reed Xiaoli Detector☆13Mar 8, 2021Updated 5 years ago
- [ACL 2024] (Oral) LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models☆12Apr 6, 2026Updated 6 months ago