unsloth studio run

This release focuses heavily on improving Unsloth Studio functionality, adding Gemini provider support, and enhancing cross-platform compatibility, especially around `llama.cpp` binaries for various macOS and Windows CUDA versions. Users are strongly advised to use the new installation scripts instead of `unsloth studio update`.

This release introduces powerful local LLM API serving via `llama-server` with features like self-healing tool calling, code execution, and web search. Numerous stability and usability improvements were made across the Unsloth Studio interface and training pipeline.

This release introduces powerful local LLM integration via a self-hosted API endpoint supporting advanced tooling, code execution, and web search. Numerous bug fixes were applied across the Studio UI, training stability (DPO hangs), and installation scripts.