IlyasMoutawwakil

py-txi

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

fcc-machine-learning-with-python

My 5 Machine Learning projects that I've built as part of my freeCodeCamp assignment.

llm-perf-backend

The backend behind the LLM-Perf Leaderboard

Dive-into-OCR-by-Paddle

“Dive Into OCR” is a textbook developed by the PaddleOCR community that integrates OCR theory and practice.

Faster-TrOCR

TrOCR but 2 to 3 times faster

ilyasmoutawwakil.github.io

A fancy website portfolio.

cyclegan

A full study and implementation of a cycleGAN and its various building blocks (MLP, CNN, GAN, WGAN, DCGAN, Optimizers, Metrics, ...).

geohash-on-steroids

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!

huggingface-course

Discovering HuggingFace 🤗 through their amazing course.

phytoplankton-challenge

Our winning solution for the phytoplankton prediction kaggle competition.

IlyasMoutawwakil

README repository

AutoAWQ_kernels

encoder-decoder-ocr

Implementing, training and optimizing vision encoder decoder architectures for OCR.

kafka-tweetoscope

A project where we used Kafka to handle streams of data from the Twitter API.

llm-race-backend

A Github action that updates llm-race-dataset and llm-bar-race daily

sktime

A unified framework for machine learning with time series

AutoAWQ

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

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

dana-client

A Python HTTP client to interact with a Dana Server and publish benchmarks to it.

dana-server

A Node server for benchmark regression, comparison and dashboarding

kv-cache-benchmark

Trying optimum-benchmark on an experimental feature

optimum

🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools

optimum-benchmark-examples

Examples of Optimum-Benchmark CLI and API usage

optimum-habana

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

optimum-nvidia

pygeohash

Python module for interacting with geohashes

scrape-open-llm-leaderboard

Scrape and export data from the Open LLM Leaderboard.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.