Running any GGUF SLMs/LLMs locally, on-device in Android

Active Learning for Text Classification in Python

Local LLM Powered Recursive Search & Smart Knowledge Explorer

Survey of Small Language Models from Penn State, ...

Doge Family of Small Language Models

"Generative AI in Action" book's code repository

Use pre-trained, task-specific Small Language Models and fine-tune them without training data

Wonderful Matrices to Build Small Language Models

Remma-O1: An open-source Language Model with 1.17B Params, built on pytorch from scratch. Work in Progress!!! Open for collaboration.

Repository for the companion Colab notebook of the Domain-Specific Small Language Models book.

This Repository provides a Jupyter Notebook for building a small language model from scratch using 'TinyStories' dataset. Covers data preprocessing, BPE tokenization, binary storage, GPU memory management, and training a Transformer in PyTorch. Generate sample stories to test your model. Ideal for learning NLP and PyTorch.

SQL AI Agent - Talk to your DB in Natural Language

Ollama RAG using SQL Database

Build a Conversational AI System that can answer questions by retrieving the answers from a document.

LeCarnet is a 2 M+ corpus of simple French stories

Dataset Generation Code for SimpleStories

Run IBM Granite 4.0 locally on Raspberry Pi 5 with Ollama.This is a privacy-first AI. Your data never leaves your device because it runs 100% locally. There are no cloud uploads and no third-party tracking.

A lightweight voice companion, optimized for macOS.

Federated Fine-Tuning of LLMs on Apple Silicon with Flower.ai and MLX-LM

This project fine-tunes Unsloth's Gemma-3 4B IT (4-bit) model to translate natural language into Cypher queries for Neo4j graph database.