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@huggingface @Chouafa
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IlyasMoutawwakil/README.md

Hi there 👋

  • 🤗 Machine Learning Intern at @HuggingFace. Working on optimum-benchmark ; an open source library aiming to create a benchmarking utility for any model on HuggingFace's Hub supporting Optimum's inference & training, optimizations & quantizations, on different backends & hardwares (OnnxRuntime, Intel Neural Compressor, OpenVINO, Habana Gaudi Processor (HPU), etc).

https://www.linkedin.com/in/ilyas-moutawwakil/ @ilyas.odysseus

Pinned

  1. huggingface/optimum-benchmark huggingface/optimum-benchmark Public

    A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

    Python 207 33

  2. casper-hansen/AutoAWQ casper-hansen/AutoAWQ Public

    AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

    Python 1.4k 158

  3. py-txi py-txi Public

    A Python wrapper around HuggingFace's TGI (text-generation-inference) and TEI (text-embedding-inference) servers.

    Python 28 3

  4. llm-perf-backend llm-perf-backend Public

    The backend behind the LLM-Perf Leaderboard

    Python 11

  5. Faster-TrOCR Faster-TrOCR Public

    TrOCR but 2 to 3 times faster

    Jupyter Notebook 8 2

  6. geohash-on-steroids geohash-on-steroids Public

    I'm making this repo for geohashing enthusiasts who want to encode and decode geohashes in the most python-optimized way. It's now part of the Pygeohash package yay!

    Jupyter Notebook 3