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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 971 100

  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 129 19

  3. Awesome-DLMs Awesome-DLMs Public

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

    225 11

  4. M-Attack M-Attack Public

    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

    Python 70 3

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

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

    Python 46 6

Repositories

Showing 10 of 14 repositories
  • 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
    225 11 1 0 Updated Aug 25, 2025
  • GBLM-Pruner Public

    Are gradient information useful for pruning of LLMs?

    VILA-Lab/GBLM-Pruner’s past year of commit activity
    Python 46 MIT 12 1 0 Updated Aug 23, 2025
  • DELT Public

    (CVPR 2025) Official implementation to DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation which outperforms SOTA top 1-acc by +1.3% and increases diversity per class by +5%

    VILA-Lab/DELT’s past year of commit activity
    Python 24 0 1 0 Updated Aug 23, 2025
  • DRAG Public

    (ACL 2025 Main) Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

    VILA-Lab/DRAG’s past year of commit activity
    Python 21 1 0 0 Updated Aug 23, 2025
  • OD3 Public

    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 19 MIT 1 0 0 Updated Jun 18, 2025
  • M-Attack Public

    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 70 MIT 3 2 0 Updated Apr 16, 2025
  • Mobile_MMLU Public
    VILA-Lab/Mobile_MMLU’s past year of commit activity
    HTML 0 0 0 0 Updated Mar 27, 2025
  • Mobile-MMLU Public

    Mobile-MMLU: A Mobile Intelligence Language Understanding Benchmark. Paper at: https://arxiv.org/abs/2503.20786

    VILA-Lab/Mobile-MMLU’s past year of commit activity
    Python 12 MIT 1 0 0 Updated Mar 27, 2025
  • VILA-Lab/M-Attack-Website’s past year of commit activity
    JavaScript 1 1 0 0 Updated Mar 20, 2025
  • 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.

    VILA-Lab/SRe2L’s past year of commit activity
    Python 129 19 1 0 Updated Nov 15, 2024

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