slm - 技术专题

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 Chinese LLM.

Scryptian - translating any text on the screen via Ctrl + Alt. Windows OS

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

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