Ionio-Research

Ionio-Research is the dedicated research wing of Ionio Blogs. Discover insights, experiments, and innovations from our research team.

Featured

• A Comparative Study of Quantized Large Language Models

  7 Aug, 2025

  This study benchmarks quantized variants of LLMs (Qwen2.5, DeepSeek, Mistral, and LLaMA 3.3) across diverse tasks to assess the trade-offs in accuracy and robustness.

• 2025 Edge Speech-to-Text Model Benchmark

  30 Jul, 2025

  A practical and neutral benchmark of seven leading STT models, including open-source and proprietary APIs, based on real-world transcription challenges and diverse audio.