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erfanzar/README.md

💫 About Me:

👋 Hi, I’m erfan zare
👀I like to train deep neural nets on large datasets 🧠. Among other things in this world

i work in fields of Natural Language Processing ,Computer Vision and Graph ML

My OpenSource Projects🧠

  • EasyDeL 🚀: EasyDeL (Easy Deep Learning) is an open-source library designed to accelerate and optimize the training process of machine learning models. This library is primarily focused on Jax/Flax and plans to offer easy and fine solutions to train Flax/Jax Models on the TPU/GPU Both on Python and Mojo 🔥.

  • OST-OpenSourceTransformers 🚀 : An AI-powered suite of models that predict the next word matches with remarkable accuracy (Text Generative Models). OST Collection is based on a novel approach to work as a full and intelligent NLP Model.

  • InstinctiveDiffuse 🚀: A cutting-edge text-to-image generator model that leverages state-of-the-art Stable Diffusion Model Type to produce high-quality, realistic images based on textual input.

  • YOLOvision 🚀: YOLOvision is an AI project that includes state-of-the-art object detection and instance segmentation models. The models are part of the YOLO (You Only Look Once) family, which is a group of models that use deep learning to perform real-time object detection, classification, and localization. with available weights

  • FJFormer 🚀: Embark on a journey of paralleled/unparalleled computational prowess with FJFormer - an arsenal of custom Jax Flax Functions and Utils that elevate your AI endeavors to new heights!

🌐 Socials:

LinkedIn Twitter

💻 My Tools:

Jax

Flax

Triton

PyTorch

Linux

Python

C++


📊 GitHub Stats:


✍️ Random Dev Quote

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  1. EasyDeL Public

    Accelerate, Optimize performance with streamlined training and serving options with JAX.

    Python 257 26

  2. jax-flash-attn2 Public

    A flexible and efficient implementation of Flash Attention 2.0 for JAX, supporting multiple backends (GPU/TPU/CPU) and platforms (Triton/Pallas/JAX).

    Python 23

  3. eformer Public

    (EasyDel Former) is a utility library designed to simplify and enhance the development in JAX

    Python 27 3

  4. jax-ml/jax Public

    Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

    Python 31.8k 3k

  5. OST-OpenSourceTransformers Public

    OST Collection: An AI-powered suite of models that predict the next word matches with remarkable accuracy (Text Generative Models). OST Collection is based on a novel approach to work as a full and…

    Jupyter Notebook 15 1

  6. AgentX Public

    AgentX is an Open-source library that help people use LLMs on their own computers or help them to serve LLMs as easy as possible that support multi-backends like PyTorch, llama.cpp, Ollama and EasyDeL

    Python 15

1,895 contributions in the last year

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Activity overview

Contributed to erfanzar/EasyDeL, erfanzar/eformer, erfanzar/AgentX and 14 other repositories
Loading A graph representing erfanzar's contributions from March 24, 2024 to March 27, 2025. The contributions are 99% commits, 1% pull requests, 0% issues, 0% code review.

Contribution activity

March 2025

Created 1 repository
Opened 1 pull request in 1 repository
erfanzar/EasyDeL 1 merged

Created an issue in google/flax that received 2 comments

Gradient Checkpointing causes model to compute junk results (NNX)

System information Flax, JAX, JAXlib versions: (0.10.4) Python version: (e.g., 3.10.2) Problem you have encountered: When using gradient checkpoi…

2 comments
Opened 1 other issue in 1 repository
erfanzar/EasyDeL 1 open
27 contributions in private repositories Mar 1 – Mar 27
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