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@Infini-AI-Lab

Infini-AI-Lab

Next Generation AI algorithms and systems

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  1. Sequoia Sequoia Public

    scalable and robust tree-based speculative decoding algorithm

    Python 331 37

  2. TriForce TriForce Public

    [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

    Python 236 15

  3. MagicPIG MagicPIG Public

    [ICLR2025] MagicPIG: LSH Sampling for Efficient LLM Generation

    Python 181 12

  4. MagicDec MagicDec Public

    [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding

    Python 105 6

  5. UMbreLLa UMbreLLa Public

    LLM Inference on consumer devices

    Python 81 5

  6. Sirius Sirius Public

    Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its efficiency gain.

    Python 21 4

Repositories

Showing 10 of 14 repositories
  • Sequoia Public

    scalable and robust tree-based speculative decoding algorithm

    Infini-AI-Lab/Sequoia’s past year of commit activity
    Python 331 37 7 3 Updated Jan 28, 2025
  • UMbreLLa Public

    LLM Inference on consumer devices

    Infini-AI-Lab/UMbreLLa’s past year of commit activity
    Python 81 Apache-2.0 5 9 (7 issues need help) 2 Updated Jan 28, 2025
  • lm-evaluation-harness Public Forked from EleutherAI/lm-evaluation-harness

    A framework for few-shot evaluation of language models.

    Infini-AI-Lab/lm-evaluation-harness’s past year of commit activity
    Python 0 MIT 2,058 0 0 Updated Jan 11, 2025
  • S2FT Public
    Infini-AI-Lab/S2FT’s past year of commit activity
    Python 12 2 0 0 Updated Jan 3, 2025
  • S2FT-Page Public
    Infini-AI-Lab/S2FT-Page’s past year of commit activity
    JavaScript 0 0 0 0 Updated Dec 30, 2024
  • MagicPIG Public

    [ICLR2025] MagicPIG: LSH Sampling for Efficient LLM Generation

    Infini-AI-Lab/MagicPIG’s past year of commit activity
    Python 181 Apache-2.0 12 9 1 Updated Dec 16, 2024
  • MagicDec Public

    [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding

    Infini-AI-Lab/MagicDec’s past year of commit activity
    Python 105 Apache-2.0 6 6 0 Updated Dec 4, 2024
  • Infini-AI-Lab/MagicPIG-Page’s past year of commit activity
    JavaScript 0 1 0 0 Updated Dec 2, 2024
  • Factor Public
    Infini-AI-Lab/Factor’s past year of commit activity
    1 0 0 0 Updated Nov 7, 2024
  • MagicDec-part1 Public

    Speculative decoding for high-throughput long-context inference

    Infini-AI-Lab/MagicDec-part1’s past year of commit activity
    JavaScript 0 Apache-2.0 0 0 0 Updated Sep 10, 2024

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