LLM Fine-Tuning for Mortals: LoRA, QLoRA, and Your Gaming GPU
Learn LLM fine-tuning with LoRA and QLoRA on a consumer GPU. Practical guide covering dataset prep, Hugging Face, Unsloth, VRAM needs, and common pitfalls.
Tag: llm
All the articles with the tag "llm".
Whisper & Faster-Whisper: Self-Hosted Speech-to-Text That Actually Works
Run OpenAI Whisper or Faster-Whisper locally with Docker. Better privacy, zero API costs, and surprisingly good accuracy — even on a potato CPU.
Continue.dev vs Cody vs Tabby: AI Code Assistants That Live on Your Machine
Compare Continue.dev, Cody, and Tabby — three self-hosted AI code assistants that keep your code private, cost nothing per token, and work offline.
Flowise vs Langflow: Build AI Pipelines Without Writing a Novel
Flowise vs Langflow compared: self-hosted, Docker-ready visual LLM workflow builders. Build no-code AI pipelines, RAG chatbots, and more — without losing your mind.
n8n vs Node-RED: Automate Everything Without Learning to Code (Much)
n8n vs Node-RED: self-host your own Zapier killer. Compare workflow automation tools, Docker setup guides, and real examples for 2026.
Ollama: Powerful Language Models on Your Own Machine
Ollama makes running local LLMs dead simple — pull a model, start the server, and get a private ChatGPT running on your own hardware.
Unleash the Power of LLMs with LocalAI
LocalAI is a self-hosted OpenAI-compatible API — run any GGUF model and connect existing tools without changing a line of client code.
Machine Learning models (AI)
Supervised, unsupervised, reinforcement learning — the ML model landscape explained without drowning in math or hype.