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1337-Artificial-Intelligence/hackai-2025

Domaine:

natural language processing

Type de record:

project
Créateur:
133
Hôte:
4-day AI hackathon in 1337 Benguerir, Morocco # HackAI Morocco 2025 🤝 Contributions Welcome! We welcome contributions from the community! Whether it's fixing bugs, adding new notebooks, or improving documentation, every contribution helps make this project better. ## About HackAI Morocco is a 4-day AI hackathon that brings together students from across Morocco for an unforgettable experience filled with innovation, challenges, and learning. This unique event combines technical excellence with creative problem-solving in the field of artificial intelligence. ## Event Details - **Date**: May 22-25, 2025 - **Location**: Morocco - **Duration**: 4 Days - **Format**: In-person hackathon ## Key Highlights - AI Conference with industry experts - Hands-on hacking sessions - Networking opportunities - Mentorship from AI professionals - Roadmap covering the most in-demand GenAI skills ## Prizes - 🏆 1st Place: 20,000 MAD - 🥈 2nd Place: 12,000 MAD - 🥉 3rd Place: 8,000 MAD ## Hackathon Challenges ### HackAI 2025 Roadmap The roadmap at the time of the hackathon looked like this, where each challenge corresponds to a notebook and granted the participants a number of points. ### Available Notebooks We're actively maintaining the notebooks in this repository for similar hackathons, feel free to open a PR to suggest modifications or suggest a new notebook! | Category | Challenge | Description | Notebook | |----------|-----------|-------------|-----------| | 📊 **Data Processing & Analysis** | Data Cleaning | Clean and process Moroccan Arabic (Darija) datasets | .ipynb) | | | Language Identification | Build systems for Arabic dialect identification | | | | Web Scraping | Create efficient data collection pipelines using BeautifulSoup4 | | | | Tokenizer | Build and train custom tokenizers | | | | Synthetic Data Generation | Generate synthetic data for training | | | 🏋️‍♂️ **LLM Training** | LLM Pretraining | Pretrain your first LLM | | | | SFT LoRA | Fine-tune models using LoRA | | | | Optimize Training | O …