[ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
☆19Jun 3, 2025Updated last year
Alternatives and similar repositories for STBLLM
Users that are interested in STBLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆31Aug 5, 2025Updated last year
- [ICML25] Agentic Compression Benchmark (ACBench)☆21Jul 2, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆96Apr 8, 2025Updated last year
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆135Oct 15, 2025Updated 11 months ago
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆21Apr 3, 2025Updated last year
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Jul 11, 2026Updated 2 months ago
- ☆22Feb 5, 2024Updated 2 years ago
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 9 months ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆86Mar 25, 2025Updated last year
- ☆27Mar 1, 2024Updated 2 years ago
- General Image Classification Code base☆22Jul 12, 2021Updated 5 years ago
- ☆27Jul 14, 2025Updated last year
- The official implementation of the ICML 2023 paper OFQ-ViT☆39Oct 3, 2023Updated 3 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.
- (ICML-2025) Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers☆21Aug 13, 2025Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆140May 16, 2024Updated 2 years ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆180Sep 9, 2026Updated last month
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆238Jan 11, 2025Updated last year
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆18Feb 24, 2023Updated 3 years ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆78Jul 8, 2025Updated last year
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆14Jun 7, 2023Updated 3 years ago
- Unlocking Lossless Speedups in LLMs via Discrete Diffusion☆98Sep 20, 2026Updated 2 weeks 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.
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- HFODetector is Python package that that is capable of detecting HFOs with STE / MNI / Hilbert detector. Detection speed is increased by u…☆13Feb 16, 2025Updated last year
- This repository contains low-bit quantization papers from 2020 to 2026 on top conference.☆226Aug 22, 2026Updated last month
- [ICCAD 2025] Squant☆16Jul 3, 2025Updated last year
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆40Dec 24, 2025Updated 9 months ago
- [ICLR 2026] This is the official PyTorch implementation of "QVGen: Pushing the Limit of Quantized Video Generative Models".☆34Feb 11, 2026Updated 7 months ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆11Mar 3, 2024Updated 2 years ago
- [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#☆79Feb 12, 2025Updated last year
- ☆28Jun 9, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆82Sep 11, 2026Updated 3 weeks ago
- ☆42Mar 28, 2024Updated 2 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Sep 11, 2026Updated 3 weeks ago
- Learning-Recurrent-Binary-Ternary-Weights☆13Dec 4, 2018Updated 7 years ago
- Code Repository of Evaluating Quantized Large Language Models☆136Sep 8, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆228Nov 25, 2025Updated 10 months ago
- [CVPR'26] QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models☆48Mar 25, 2026Updated 6 months ago