slm

A fast multimodal LLM for real-time voice

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

Chatbot继续沿着LLM前进，近期更新小参数量SLM的和训练脚本，支持本地训练。新增ChatAgent,实现各种有实际场景价值的Agent实现。

NobodyWho is an inference engine that lets you run LLMs locally and efficiently on any device.

[ICLR-2025-SLLM Spotlight 🔥]MobiLlama : Small Language Model tailored for edge devices

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

PySLM: A Python Library for 3D Printing and Additive Manufacturing

Python package for high-performance spatial light modulator (SLM) control and holography. Supports features from aberration-corrected 3D point clouds to automated Fourier-domain calibrations.

A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, governance) for LLMs, SLMs, AI agents, and world models — with schemas, 159 skill cards, benchmarks, and CI.

"Generative AI in Action" book's code repository

🦜🪺 Parakeet is a GoLang library, made to simplify the development of small generative AI applications with Ollama 🦙.

An experiment that applies Google Research's `ReasoningBank` technique to Small Language Models. This experiment hopes to show that the same gains from the ReasoningBank paper also applies to much smaller, less capable models.

The 30 MB open-source edge AI agent runtime. Run AI agents offline on Linux (Raspberry Pi, Jetson). GPIO, UART, MQTT as first-class nodes. Industrial protocols (OPC-UA, Modbus) on the roadmap.

Some experiments around AI to learn.

A powerful 130-million-parameter model trained from scratch as part of a truly open-source stack, including a custom tokenizer, dataset, and optimizer.

Local/Offline Machine Learning Resources

[Kaggle-2nd] Lightweight yet Effective Traditional Chinese LLM.

Code repository dedicated to experimenting and research with tiny reasoning language model

Performs benchmarking on two Korean datasets with minimal time and effort.

libSLM is a c++ library for generating and transfering to SLM Machine Systems