DeepSeek-OCR

v0.24.0 introduces extensive support and performance optimizations for new models like MiniMax-M3 and DeepSeek-V4, matures the Model Runner V2 with default quantization support, and overhauls device selection by removing internal use of CUDA_VISIBLE_DEVICES.

v0.18.0 introduces major features like gRPC serving, GPU-less render serving, and significant improvements to KV cache offloading and Elastic Expert Parallelism. Ray is now an optional dependency, and numerous model-specific fixes and kernel optimizations have been integrated.

This release introduces significant enhancements to Unsloth Studio, including 3x longer context lengths, support for GLM 5.2 GGUFs, and new parallel operational capabilities. Key new features focus on chat experience (forking, queueing) and secure cloud access via Cloudflare.

This release introduces GLM-5.2 support and a new context length algorithm achieving 3x longer contexts in Unsloth Studio. It also brings significant UI/UX improvements to the Chat Canvas, a redesigned Hub, enhanced security features like `--secure` mode, and better backend stability and hardware support.

This release introduces major performance enhancements with FP8 Reinforcement Learning support and significant VRAM reductions across the board. It also adds support for new models like DeepSeek-OCR and Qwen3-VL, alongside improved Docker integration.

This release introduces support for DeepSeek-OCR, Cogito-V2.1, and DeepSeek-V3.1 architecture, alongside a new performance benchmarking tool and significant engine optimizations for KV caching and GPU detection.