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hammale2003/README.md

I'm Hammale Mourad

Typing SVG

Deep Learning • Generative AI • LLMs • Computer Vision • Speech AI • Reinforcement Learning
Knowledge Distillation • Model Compression • Quantization • Continual Learning • AI Agents
LegalTech • HealthTech • FinTech • Startup Innovation • Research & Leadership

Tech Arsenal

AI/ML

Python PyTorch TensorFlow Hugging Face

Generative AI

OpenAI LangChain Stable Diffusion

Contribution

github-snake

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  1. Knowledge-Distillation-DiT-teaches-LayoutLMv3 Knowledge-Distillation-DiT-teaches-LayoutLMv3 Public

    This project implements a knowledge distillation pipeline to train a lightweight and high-performing document classification model. The approach uses a large vision-expert model, DiT (Document Imag…

    Python 1

  2. knowledge-distillation-lab-casablanca knowledge-distillation-lab-casablanca Public

    Research internship project on knowledge distillation and continual learning. Developed at the Laboratory of Complex Systems, Ecole Centrale Casablanca.

    Python 1

  3. nanoGPT-Gradio-Experiment-Workbench nanoGPT-Gradio-Experiment-Workbench Public

    This project provides an interactive web interface using Gradio to experiment with training Andrej Karpathy's nanoGPT model. It allows users to configure model architecture, training hyperparameter…

    Python 1

  4. Split-Delivery-Vehicle-Routing-Problem-SDVRP-Solver Split-Delivery-Vehicle-Routing-Problem-SDVRP-Solver Public

    Ce projet propose une solution interactive au problème de routage de véhicules avec livraisons fractionnées (SD-VRP), implémentant à la fois des méthodes exactes via Gurobi et des approches métaheu…

    Python 1 1

  5. style-vectors-for-steering-llms style-vectors-for-steering-llms Public

    Forked from DLR-SC/style-vectors-for-steering-llms

    Code release for the paper "Style Vectors for Steering Generative Large Language Models", accepted to the Findings of the EACL 2024.

    OpenEdge ABL 1

  6. Welding-Quality-Prediction- Welding-Quality-Prediction- Public

    This project applied machine learning methods to improve the evaluation of welding quality by predicting critical mechanical properties.

    Jupyter Notebook 1 1