HF_HUB_OFFLINE

This release focuses heavily on bug fixes and significant UX/UI improvements within Unsloth Studio, alongside performance enhancements for MTP and better offline environment variable handling.

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.

This release significantly enhances rate limit handling with automatic retries and clearer errors, introduces the daily papers endpoint, and adds OVHcloud as a new Inference Provider. It also includes a breaking change where several access request listing functions now return iterators instead of lists.