HF_DATASETS_OFFLINE

This release brings significant performance gains, up to 2x faster GGUF inference via MTP speculative decoding, and introduces extensive API provider support with built-in tools like web search and code execution. Security has been heavily hardened across the Studio platform, alongside numerous training and installer reliability fixes.