This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

Wonderful Matrices to Build Small Language Models

An Android App recreating the Simon Says game. Uses MediaPipe to run an LLM on device

Code for paper "Achieving Sparse Activation in Small Language Models"

Pruning, Quantization recipe for Small Language Model

This repository provides everything you need to perform Supervised Fine-Tuning (SFT) of the Qwen2.5-Coder-1.5B-Instruct model—or any of its larger variants (7B, 14B, 32B)—on the Qwen Models, using the nvidia/OpenCodeReasoning dataset.

A HuggingFace Transformer.js Demo Running Generative AI Model in Web Browser