Siarhei Melnik's repositories
AIOS
AIOS: LLM Agent Operating System
Category_Theory_Machine_Learning
List of papers studying machine learning through the lens of category theory
comprehensive-rust
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
foundry-huff
A Foundry Library for compiling, debugging, and working with Huff contracts in Solidity.
Frida-Labs
The repo contains a series of challenges for learning Frida for Android Exploitation.
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
GML2023
Graph Machine Learning course, Xavier Bresson, 2023
grok-1
Grok open release
ibm-quantum-challenge-2024
For IBM Quantum Challenge 2024 (5-14 June 2024)
lag-llama
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llm-twin-course
🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...
llrt
LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.
lm-hackers
Hackers' Guide to Language Models
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
mlx-examples
Examples in the MLX framework
noir
Noir is a domain specific language for zero knowledge proofs
Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
plonk
Pure Rust implementation of the PLONK ZKProof System done by the Dusk-Network team.
professional-programming
A collection of learning resources for curious software engineers
pycon2024
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
qgss-2024
Qiskit Global Summer School 2024: The Path to Utility
QML-Course
I developped a course on quantum machine learning for École de Technologie Supérieure (Montréal, QC, CA).
simple.me
Edge powered a personal static site
storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Time-Series-Library
A Library for Advanced Deep Time Series Models.
tsunami-security-scanner-plugins
This project aims to provide a central repository for many useful Tsunami Security Scanner plugins.