Tag: ai

Write Stable Diffusion prompts that actually work, style keywords, negative prompts, weights, and the patterns that get consistent results.

Write prompts that get useful results, role prompting, few-shot examples, chain-of-thought, and the patterns that work across any LLM.

GGUF, GGML, AWQ, GPTQ, LLM file formats and quantization levels explained: trade-offs between model quality, size, and inference speed.

LLaMA, Mistral, Falcon, GPT, the LLM landscape is crowded. Compare model families, sizes, licensing, and what each is actually good for.

Ollama makes local LLMs easy to start. The only decision that matters is whether the model fits your VRAM. Compose file, real sizes, and the gotchas.

LocalAI serves chat, embeddings, images and audio behind one OpenAI-compatible endpoint. Auth is deny-by-default now, and old compose files pull dead models.

Supervised, unsupervised, reinforcement learning, the ML model landscape explained without drowning in math or hype.