Free Local STT → LLM → TTS Streaming PipelineZero API costs. Runs entirely on your machine. GPU recommended but CPU works too. Stack Overview Layer Model Why STT faster-whisper (Whisper Turbo) Fast, accurate, free, local LLM Ollama + LlaMay 23 · 9 min readdebarghyas.hashnode.dev
Tree-Based Models and Ensemble Methods: The Powerhouse Duo of Machine LearningFrom a single decision stump to a forest of thousands — how tree-based models and ensemble methods became the backbone of modern machine learning. Introduction If you've ever participated in a KagglMay 23 · 8 min readthe-complete-beginners-guide-to-aiml.hashnode.dev
LLama.cpp vs Ollama: The Ultimate Guide to Running Open Source LLMs Locally in 2025The landscape of artificial intelligence has been transformed by large language models (LLMs), with tools like ChatGPT and Claude demonstrating unprecedented capabilities in natural language understanding and generation. However, relying solely on cl...Jun 25, 2025 · 13 min readdebarghyas.hashnode.dev
The Complete Guide to Fine-Tuning Large Language ModelsLarge Language Models have transformed how we interact with AI, but their true potential emerges when tailored to specific needs. This comprehensive guide walks you through the art and science of fine-tuning LLMs, from fundamental concepts to advance...Jun 25, 2025 · 10 min readdebarghyas.hashnode.dev
