[CVPR'26] QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models
☆44Mar 25, 2026Updated 4 months ago
Alternatives and similar repositories for QuantVLA
Users that are interested in QuantVLA 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'26]QVLA☆48Feb 4, 2026Updated 6 months ago
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆22Jun 19, 2025Updated last year
- [ICLR 2026] Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models☆31Mar 21, 2026Updated 5 months ago
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆20Jun 3, 2025Updated last year
- [ACM MM'26] MMaDA-VLA: Large Diffusion Vision-Language-Action Model with Unified Multi-Modal Instruction and Generation☆65May 14, 2026Updated 3 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.
- [NeurIPS 2023] Token-Scaled Logit Distillation for Ternary Weight Generative Language Models☆18Dec 6, 2023Updated 2 years ago
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 8 months ago
- [ECCV 2026] Official implementation of CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding.☆52Sep 15, 2025Updated 11 months ago
- Official Code for LightVLA (ICRA 2026)☆104Jan 31, 2026Updated 6 months ago
- [ICLR 2026] Official implementation of "Enhancing Multi-Image Understanding Through Delimiter Token Scaling"☆17Jul 10, 2026Updated last month
- [CVPR 2026] MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent☆37Updated this week
- [ICLR 2026 Oral] RAIN-Merging☆15Mar 9, 2026Updated 5 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆95Mar 17, 2025Updated last year
- [CVPR 2026 Highlight] ForeAct: Steering Your VLA with Efficient Visual Foresight Planning☆88May 1, 2026Updated 3 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.
- This repository contains the **official implementation** of the paper: "VL2Lite: Task-Specific Knowledge Distillation from Large Vision-…☆20Mar 23, 2025Updated last year
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 4 months ago
- MMDeepResearch-Bench (MMDR)☆32Aug 10, 2026Updated last week
- ☆15Apr 6, 2026Updated 4 months ago
- Official implementation for BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation☆163Mar 2, 2026Updated 5 months ago
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆89Jan 17, 2026Updated 7 months ago
- [CVPR 2026] Official Implementation for Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Effi…☆32Jul 16, 2026Updated last month
- 🔥 A curated roadmap to the Efficient VLA landscape. We’re keeping this list live—contribute your latest work!☆176Updated this week
- The Source Code for OmniVideoBench @ICLR 2026☆77Feb 12, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2025] VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token Caching☆99Feb 27, 2026Updated 5 months ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆94Jul 28, 2025Updated last year
- Imitation Learning; Robotics; Policy; VLA;☆38Updated this week
- ☆103May 27, 2026Updated 2 months ago
- [NeurIPS 2025] Speculate Deep and Accurate☆24Aug 10, 2026Updated last week
- ☆35Dec 22, 2025Updated 8 months ago
- Dysl-vla:Official code for "DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipu…☆25Jul 9, 2026Updated last month
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR 2026] OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆104Apr 20, 2026Updated 4 months ago
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆275Jul 30, 2026Updated 3 weeks ago
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- Official codebase for Fast-WAM: Do World Action Models Need Test-time Future Imagination?☆1,338Updated this week
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆29Dec 6, 2023Updated 2 years ago
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆37Nov 28, 2025Updated 8 months ago
- PhyX: Does Your Model Have the "Wits" for Physical Reasoning?☆55Mar 16, 2026Updated 5 months ago