Anas Ahouzi's repositories
Instagram-Scraper-2021
Scrape Instagram content and stories, using a new technique based on the har file (No Token + No public API).
Stock-price-forecasting
An overview of various quantitative techniques and trading strategies for predicting stock prices, based on historical data from YahooFinance.
llama2-chatbot-cpu
A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.
AB_test_guidlines
This project focuses on fundamental steps to set up an A/B test experiment, alongside some statistical analysis in Python.
Optimization-for-Machine-Learning
Implementation of 11 variants of Gradient Descent algorithm from scratch, applied to the Boston Housing Dataset.
Multilabel-Skillset-Prediction
Multilabel classification of skill sets based on a job description, and deployment in a web app using Flask and pythonanywhere.
Simple_Document_Classification_From_Scratch
Simple Document Classification using Multi Class Logistic Regression & SVM Soft Margin from scratch
aahouzi
Anas Ahouzi profile description
github-readme-stats
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llama.cpp
Port of Facebook's LLaMA model in C/C++
mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
neural-compressor
Provide unified APIs for SOTA model compression techniques, such as low precision (INT8/INT4/FP4/NF4) quantization, sparsity, pruning, and knowledge distillation on mainstream AI frameworks such as TensorFlow, PyTorch, and ONNX Runtime.
neural-speed
An innovation library for efficient LLM inference via low-bit quantization and sparsity
openvino.genai
Run Generative AI models using native OpenVINO C++ API