Latest Articles

LlamaFactory unifies fine-tuning for 100+ LLMs and VLMs through a CLI, Web UI, and OpenAI-style API. This article walks through data preparation, LoRA/QLoRA training, inference, merging, and deployment.

The open source project of 99k stars, from Tokenizer and Attention mechanism to GPT model, pre-training and fine-tuning, will guide you step by step to implement a complete LLM from scratch. Even the hardware requirements can be run with an ordinary laptop.

OpenCode turns AI coding agents into cross-platform desktop and terminal tools that support local models, multi-agent architectures, and complete file systems. It is one of the most noteworthy open source coding projects in 2026.

Dify allows non-technical personnel to create a complete AI Agent workflow by dragging components, from RAG retrieval, multi-step decision-making to API connection, all at once. This article takes you through Dify’s core architecture, practical steps, and how it changes the way enterprises introduce AI.

Cherry Studio uses a unified desktop application to solve the pain point of fragmentation of AI tools - it also supports 300+ AI providers such as OpenAI, Anthropic, Gemini, Ollama, etc., has a built-in MCP server architecture, and is completely open source.

Headroom is an open-source context compression layer designed for AI agents. It intelligently compresses data before it reaches the LLM, saving 60-95% tokens while maintaining accuracy.