What's Changed

• fix: count non-dict items in outputs_count by @christian-byrne in https://github.com/Comfy-Org/ComfyUI/pull/12166
• Make empty hunyuan latent 1.0 work with the 1.5 model. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12171
• Remove unused code from _io.py by @Kosinkadink in https://github.com/Comfy-Org/ComfyUI/pull/12147
• [API Nodes] RecraftCreateStyleNode node by @bigcat88 in https://github.com/Comfy-Org/ComfyUI/pull/12055
• Add color type and Color to RGB Int node by @pythongosssss in https://github.com/Comfy-Org/ComfyUI/pull/12145
• Update python patch version in dep workflow. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12184
• Fix model not working with any res. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12186
• [API Nodes] Vidu: Q3 model; Extend and MultiFrame nodes by @bigcat88 in https://github.com/Comfy-Org/ComfyUI/pull/12175
• Assets Part 2 - add more endpoints by @Kosinkadink in https://github.com/Comfy-Org/ComfyUI/pull/12125
• Send is_input_list on v1 and v3 schema to frontend by @Kosinkadink in https://github.com/Comfy-Org/ComfyUI/pull/12188
• KV cache implementation for using llama models for text generation. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12195
• Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/11845
• fix: improve error message when node type is missing by @christian-byrne in https://github.com/Comfy-Org/ComfyUI/pull/12194
• Fix some custom nodes breaking. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12203
• dynamic_vram: fix pinning with model defined dtype by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12208
• dynamic_vram: respect argument cast dtypes in non-comfy weights by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12209
• dynamic_vram: silence pytorch buffer warning by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12210
• requirements: bump comfy-aimdo to 0.1.7 by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12211
• Fix issue with parameters on root model object. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12216
• Enable embeddings for some qwen 3 models. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12218
• mm: Fix cast buffers with intel offloading by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12229
• Dynamic VRAM unloading fix by @rattus128 in https://github.com/Comfy-Org/ComfyUI/pull/12227
• Add back function. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12234
• [API Nodes] HitPaw API nodes by @bigcat88 in https://github.com/Comfy-Org/ComfyUI/pull/12117
• Basic support for the ace step 1.5 model. by @comfyanonymous in https://github.com/Comfy-Org/ComfyUI/pull/12237
• Update workflow templates to v0.8.31 by @comfyui-wiki in https://github.com/Comfy-Org/ComfyUI/pull/12239

Full Changelog: https://github.com/Comfy-Org/ComfyUI/compare/v0.11.1...v0.12.0