LoRA

This release introduces significant new features including video generation, support for multiple new models (Krea, Ernie, Ideogram, Flux.2), multi-GPU and Intel XPU support, and FP8 precision for reduced VRAM usage. It also includes numerous performance improvements and enhancements to Canvas and workflow management.

This release introduces significant new features including video generation, support for multiple new AI models (Krea, Ernie, Ideogram, Flux.2), multi-GPU acceleration, and native Intel XPU support. It also brings performance improvements and enhancements to the Canvas and workflow management tools.

This maintenance release focuses on stability and bug fixes across various components, including UI responsiveness, model loading stability (especially with FP8 and Flux.2), and CI/CD pipeline improvements. Future major features like video generation are noted for version 6.14.0.

This release introduces local support for Kimi K3 and DeepSeek v4 Flash models via Unsloth Dynamic GGUFs, alongside parallel chat capabilities and a new Deep Research mode. It also brings significant improvements to AMD and Intel GPU support, DoRA training, and various installer, MLX, export, and inference fixes.

This release introduces support for Kimi K3 and DeepSeek v4 Flash with Unsloth Dynamic GGUFs, enables parallel chat generation, and adds a Deep Research mode. It also brings significant improvements to AMD and Intel GPU support, DoRA training, and various installer, MLX, export, and inference fixes.

This release introduces Kimi K3 local execution, parallel chat capabilities, and a Deep Research mode. It also brings significant improvements to AMD and Intel GPU support, DoRA training, and various installer, MLX, export, and inference fixes.

This release introduces three major new PEFT methods: LoRA-FA, RandLoRA, and C3A, alongside significant enhancements like QLoRA support and broader layer compatibility for LoRA and DoRA. It also includes critical compatibility updates related to recent changes in the Hugging Face Transformers library.