<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Ionio</title><description>The Research Hub of Ionio</description><link>https://www.ionio.ai/</link><item><title>Author-Style Steering via Contrastive Activation Vectors</title><link>https://www.ionio.ai/posts/2025/author-style-steering-activation-vectors/</link><guid isPermaLink="true">https://www.ionio.ai/posts/2025/author-style-steering-activation-vectors/</guid><description>A complete, reproducible pipeline for author-style steering in language models using contrastive activation vectors across mid-level transformer layers.</description><pubDate>Sun, 18 Jan 2026 00:00:00 GMT</pubDate></item><item><title>Quantized LLM Benchmark Study 2025</title><link>https://www.ionio.ai/posts/2025/quantized-llm-benchmark-study/</link><guid isPermaLink="true">https://www.ionio.ai/posts/2025/quantized-llm-benchmark-study/</guid><description>Comprehensive benchmark study of quantized large language models, evaluating performance metrics, inference speed, and memory efficiency across various quantization techniques.</description><pubDate>Mon, 15 Sep 2025 00:00:00 GMT</pubDate></item><item><title>2025 Edge Speech-to-Text Model Benchmark</title><link>https://www.ionio.ai/posts/2025/edge-stt-model-benchmark/</link><guid isPermaLink="true">https://www.ionio.ai/posts/2025/edge-stt-model-benchmark/</guid><description>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.</description><pubDate>Wed, 30 Jul 2025 00:00:00 GMT</pubDate></item></channel></rss>