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Hi there πŸ‘‹ Focused on sophisticated neural nets, I enjoy bringing theoretical AI research papers to life by translating them into practical implementations. For more check my website

Esmail's Projects

axon icon axon

AI research labπŸ”¬: implementations of AI papers and theoretical research: InstructGPT, llama, transformers, diffusion models, RLHF, etc...

brain-simulator icon brain-simulator

built a Multi-Layer Perceptron neural network from scratch and visualized it as a snake's brain. Additionally, I applied a genetic algorithm to enhance its learning capabilities.

compiler icon compiler

Creating regular expression (NFA, DFA) algorithms, and IR code generator for C++ code. for the compiler subject in my computer science degree

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

diffusers icon diffusers

πŸ€— Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

dit icon dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

instruct-to-sparql icon instruct-to-sparql

Instruct-to-SPARQL is a dataset that consists of pairs of Natural language instructions and SPARQL queries. The dataset is created by crawling Wikipedia pages and tutorials for real examples of WikiData SPARQL queries.

llama2.py icon llama2.py

Inference Llama 2 in one file of pure Python

llms-server icon llms-server

llms server, decentralized (local) llms to run in your computer privately, host ALL your AI locally

lltra-model-pytorch icon lltra-model-pytorch

Language to Language Transformer model from scartch using pure Pytorch where I used my transformer model for translation task. from the paper "Attention is all you Need" 2017 using pytorch.

microtoken icon microtoken

building the byte-pair encoding tokenizer algorithm with interactive interface using gradio.

mnist-classifier-model icon mnist-classifier-model

applying Convolutional Neural Network with MNIST data to classify the digits using pytorch library.

mnist-data icon mnist-data

mnist data i used it to my handwritten digits program

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