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@VILA-Lab

VILA-Lab: Vision and Language Acceleration Lab

Vision/Language, learning and acceleration group

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  1. ATLAS ATLAS Public

    A principled instruction benchmark on formulating effective queries and prompts for large language models (LLMs). Our paper: https://arxiv.org/abs/2312.16171

    Python 981 103

  2. SRe2L SRe2L Public

    (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

    Python 138 22

  3. Awesome-DLMs Awesome-DLMs Public

    The official GitHub repo for the survey paper "A Survey on Diffusion Language Models".

    837 35

  4. M-Attack M-Attack Public

    [NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models] A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https:/…

    Python 91 7

  5. Open-LLM-Leaderboard Open-LLM-Leaderboard Public

    Open-LLM-Leaderboard: Open-Style Question Evaluation. Paper at https://arxiv.org/abs/2406.07545

    Python 50 7

  6. Elastic-Cache Elastic-Cache Public

    [ICLR 2026 🔥] Official pytorch implementation for "Attention Is All You Need for KV Cache in Diffusion LLMs"

    Python 37 3

Repositories

Showing 10 of 20 repositories
  • VILA-Lab/elastic-cache-webpage’s past year of commit activity
    HTML 0 0 0 0 Updated Feb 27, 2026
  • Sink-Aware-Pruning Public

    Official code for our paper "Sink-Aware Pruning for Diffusion Language Models"

    VILA-Lab/Sink-Aware-Pruning’s past year of commit activity
    Python 10 MIT 0 1 0 Updated Feb 26, 2026
  • M-Attack-V2 Public

    Official implementation of paper: Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting

    VILA-Lab/M-Attack-V2’s past year of commit activity
    Python 8 MIT 0 1 0 Updated Feb 20, 2026
  • VILA-Lab/M-Attack-V2-Website’s past year of commit activity
    JavaScript 0 0 0 0 Updated Feb 20, 2026
  • Awesome-DLMs Public

    The official GitHub repo for the survey paper "A Survey on Diffusion Language Models".

    VILA-Lab/Awesome-DLMs’s past year of commit activity
    837 35 2 0 Updated Feb 3, 2026
  • M-Attack Public

    [NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models] A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https://arxiv.org/abs/2503.10635

    VILA-Lab/M-Attack’s past year of commit activity
    Python 91 MIT 7 0 0 Updated Feb 3, 2026
  • OD3 Public

    [ICLR 2026] Optimization-free Dataset Distillation for Object Detection. Paper at: https://arxiv.org/abs/2506.01942

    VILA-Lab/OD3’s past year of commit activity
    Python 24 MIT 1 0 0 Updated Jan 26, 2026
  • Elastic-Cache Public

    [ICLR 2026 🔥] Official pytorch implementation for "Attention Is All You Need for KV Cache in Diffusion LLMs"

    VILA-Lab/Elastic-Cache’s past year of commit activity
    Python 37 Apache-2.0 3 0 0 Updated Jan 23, 2026
  • PTTS Public

    P-TTS: inference-time reasoning data augmentation that scales prompt-space with principled instructions, matching/exceeding larger-data baselines.

    VILA-Lab/PTTS’s past year of commit activity
    Python 7 Apache-2.0 1 0 0 Updated Oct 17, 2025
  • M-Attack-Website Public

    M-Attack-Website

    VILA-Lab/M-Attack-Website’s past year of commit activity
    JavaScript 0 0 0 0 Updated Oct 15, 2025

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