[ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models
☆30Aug 5, 2025Updated 10 months ago
Alternatives and similar repositories for ARB-LLM
Users that are interested in ARB-LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Jul 14, 2025Updated 11 months ago
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Mar 11, 2026Updated 3 months ago
- [ICCV 2025] QuantCache：Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation☆18Sep 26, 2025Updated 9 months ago
- ☆15Apr 18, 2026Updated 2 months ago
- This repository contains low-bit quantization papers from 2020 to 2026 on top conference.☆174Jun 25, 2026Updated last week
- 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.
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆82Mar 25, 2025Updated last year
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- ☆11Feb 24, 2025Updated last year
- ☆15Jan 7, 2026Updated 5 months ago
- [ECCV 2026] Freqformer: Image-Demoiréing Transformer via Efficient Frequency Decomposition☆16May 27, 2025Updated last year
- [NeurIPS'25] OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates☆40Oct 20, 2025Updated 8 months ago
- PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"☆49Oct 24, 2024Updated last year
- ☆21Apr 3, 2025Updated last year
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆56Feb 20, 2024Updated 2 years 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.
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 3 months ago
- Solution of the NTIRE 2023 Challenge on Image Super-Resolution (x4)☆18Jun 12, 2025Updated last year
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 7 months ago
- ☆12Apr 3, 2023Updated 3 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Mar 4, 2024Updated 2 years ago
- [ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution☆29Mar 10, 2024Updated 2 years ago
- ☆58Oct 30, 2025Updated 8 months ago
- [ICML 2025] CommVQ: Commutative Vector Quantization for KV Cache Compression☆27Sep 2, 2025Updated 10 months ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆16Feb 4, 2025Updated last year
- 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.
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆38Aug 20, 2024Updated last year
- The code for the Network Binarization via Contrastive Learning, which has been accepted to ECCV 2022.☆14Jul 13, 2022Updated 3 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated last year
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆221Nov 25, 2025Updated 7 months ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆103Jan 3, 2025Updated last year
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆20Jun 3, 2025Updated last year
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆115Jun 26, 2023Updated 3 years ago
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆185Apr 24, 2026Updated 2 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.
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆91Oct 22, 2024Updated last year
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆162Mar 21, 2025Updated last year
- Low-Rank Llama Custom Training☆23Mar 27, 2024Updated 2 years ago
- UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation☆25May 16, 2025Updated last year
- [ICCV'25] Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal☆75Jun 25, 2026Updated last week
- ☆11Feb 4, 2024Updated 2 years ago