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.
Tag: machine learning
All the articles with the tag "machine learning".
CUDA vs ROCm vs CPU: Running AI on Whatever GPU You've Got
CUDA vs ROCm for AI on Linux: NVIDIA's easy path, AMD's emotional journey, and why CPU inference isn't dead yet. Real Docker setups included.
Key Parameters of Large Language Models
Temperature, top-p, top-k, context length — LLM inference parameters explained so you stop guessing why the model gives weird output.
Large Language Model Formats and Quantization
GGUF, GGML, AWQ, GPTQ — LLM file formats and quantization levels explained: trade-offs between model quality, size, and inference speed.
Exploring the Diverse World of LLM Models
LLaMA, Mistral, Falcon, GPT — the LLM landscape is crowded. Compare model families, sizes, licensing, and what each is actually good for.
Machine Learning models (AI)
Supervised, unsupervised, reinforcement learning — the ML model landscape explained without drowning in math or hype.