RedCraft-Q2/Q8-MIXED 红工 |红潮的混合量化版本 vram 50% OFF - v1.0.1-PTQ-LOW8G

NSFW

写在最前，感谢香农，感谢所有训练者，数学是穷人的核武器

对AIMETATRON的红工 |红潮进行了分层量化 ~~因为我只下了这一个krea2~~

保留大部分质量的同时立省百分之五十显存

16GB显存畅玩2k 8G畅玩1k（仅限于v1及后续版本）

请使用dpmpp_2m系列采样器，量化过程中不可避免出现坏步，但利用高阶微分方程求解技术，结合历史多步数据进行“预测-校正”的确定性数值积分完全可以消融。

如果您是第一次使用krea2的gguf格式，请进行如下操作

方案一：手动修改官方节点代码（快速适用）

进入 ComfyUI 的 custom_nodes 目录，找到 ComfyUI-GGUF 文件夹。
完整路径示例：
...\ComfyUI\custom_nodes\ComfyUI-GGUF\
用文本编辑器（如 Notepad++、VS Code 等）打开 loader.py 文件。
定位到第 12 行附近，找到 IMG_ARCH_LIST 的定义。

在该列表中添加 "krea2"，修改后的内容应为：

python

IMG_ARCH_LIST = {"flux", "sd1", "sdxl", "sd3", "aura", "hidream", "cosmos", "ltxv", "hyvid", "wan", "lumina2", "qwen_image", "krea2"}

保存文件，重启 ComfyUI，再次加载 Krea-2 的 GGUF 模型即可正常使用。

注意：此修改仅影响当前 ComfyUI 实例。如果后续官方节点更新覆盖了该文件，需要重新添加。

方案二：安装第三方支持节点（推荐，无需手动改代码）

社区已有开发者提供了专门为 Krea-2 打过补丁的 ComfyUI-GGUF 分支，您可以直接安装使用：

仓库地址：RealRebelAI/ComfyUI-GGUF_KREA-2

安装步骤：

进入 ComfyUI 的 custom_nodes 目录。
执行以下命令克隆该仓库（或手动下载并解压到该目录）：
bash
```
git clone https://github.com/RealRebelAI/ComfyUI-GGUF_KREA-2.git
```
重启 ComfyUI。

该节点已预先在 IMG_ARCH_LIST 中添加了 "krea2"，并且针对 Krea-2 模型的加载逻辑做了适配，开箱即用，无需手动修改任何代码。

v2.5.1版本-此版本为非标准krea2-必须下载附件中的节点并解压放入以下文件夹

···\ComfyUI\custom_nodes

更加精准的测试了损失的流转，并对原始线性层使用了大量低秩分解技术，这个版本的矩阵形状和存储格式与原始模型或者说和krea2这个模型没有太大的关系

原理图如下：

将大型只作为查表依据的adaln_proj矩阵近似为小矩阵，在运算时逆转该过程，结合1200步的训练，使用fp32精度作为比较值其相似度已经为1，同时信噪比，DB＞47，优于原模型的信噪比损失。

将大量在量化时产生的离群值进行剥离，对于每一层量化进行相似比较与逐层QAT的量化恢复训练。此方法为v2训练时对于离群值的取舍困难导致。总有坏步，如果增大步数要不过拟合要不爆炸，简直恶心。

为此完全放弃对block内的transformer网络进行训练，转为block作为残差连接的第一层保留其fp8精度，后续层统一使用q4精度进行量化退火训练，使用32样本64步进行退火（GSQ方法），其相似度cos＞0.999。

对比图

v2.0版本

该版本只可使用大于等于10G的显卡！

进行了更详细的cos余弦相似度测验，以及经过了300步的自蒸馏量化恢复训练（QAT）样本数＞4600份，

经过测试，该方法（ptq混合量化）在高噪（sigema＞0.9）与低噪（sigma＜0.3）环境下表现优异（cos相似度＞0.95）中噪表现一般（sigma∈（0.3，0.9））cos相似度均值0.85，且中噪阶段出现大量坏块（cos相似度＜0.85 且最低相似度＜0.45）

所以增加wo矩阵的无损q8格式的同时，使用qat自蒸馏方法进行削峰填谷，且一次喂给模型12个教师模型蒸馏出的流场，修复效果明显，最低坏步几乎消失（cos相似度＜0.5），坏步在（sigma∈（0.3，0.9）中出现概率由未进行QAT量化适应性训练时的64个样本出现8次下降到2次

v2.0出图

非推理时占用：

2k图片首次推理时占用（LLM未卸载）：

热加载完成后再次推理（LLM卸载后）

对模型的Attention wv（注意力层）MLP down（MLP缩放层）和其他微型层（norm, modulation, embedding ）进行了Q8量化的保留，对【wq, wk, wo（q、k、o）, gate, mlp.gate, mlp.up】等巨型层进行了激进的Q2量化缩放，效果远远大于更大尺寸的Q4量化，且不依赖NVFP4对A卡友好。

原理公式：

注意力机制中（QKV）v对于每次传播系数的影响最大，在llm中v在每次对话中累计其计算复杂度为logN2，但在DIT架构中，由于都是一次性生图/视频，完全没有多轮对话这回事，其计算复杂度完全可以视为2N，所以这里保留了V的的权重系数。

而mlpdown同理他几乎不参与加权计算而作为最终乘数，保留其权重作为残差连接的最后一层，在解码时保留了最终的画质。

从 F16 / Q4_K_S / 混合版 GGUF 中逐 tensor 反量化，对 block 0/7/14/21/27 五层采样：

经架构放大系数 A计算后

误差到输出的传播增益：

wq/wk：A = 0.022（精确值）。误差进 logits 后乘 1/d=1/128=0.088，再过 softmax（雅可比 ≤0.25）：0.088×0.25=0.022，衰减 45 倍
wv / mlp.down：A = 1.0。
wo / gate / up：A ≈ 0.08~0.12（经验标定，与 FLUX GGUF 配方一致）
最终误差推算为百分之八到十二
也就是说减少一半多的体积只减少至多百分之十二的画质

输出端有效误差最大值（python验算）

最终生图效果对比（相同工作流、提示词、随机种子、生成步数）

图片实测：造像

FP8/INT8：

Q2精度混合：

Q4量化：

图片实测：人体（多人）

FP8/INT8：

Q4：

Q2混合精度：

复杂场景

int8/q8

Q2混合精度：

Q4：

可以明显注意到，人体错误相对于Q4的减小乃至于完全消失，光影更符合人类逻辑，但物体细节尤其是织物细节/花纹，相对于Q4依旧是缺乏的，当然~可以配合seedvr2.5使用~

请多多反馈意见！可以期待更新BF16-Q2的混合精度版本~因为小水管下载BF16太慢了，工具链还在完善，完成后放出完整量化工具链，明天把纯Q2传了，Q2的意义在于使用更多lora

Description

修复了模型文件一个小维度被压扁的的问题没有其他改动 llama.cpp误我QAQ

FAQ

Comments (19)

wyxzddsjj919Sep 3, 2026

CivitAI

哥，你是把红兽做了个Q2和Q4的量化版本是吗

huangzz1234705

Author

Sep 3, 2026· 1 reaction

Actually, this model uses Q2+Q8, and it outperforms Q4.

artemzlykin369Sep 3, 2026

CivitAI

error load any guff node(

huangzz1234705

Author

Sep 3, 2026

Can you send me the error log, please?：）

artemzlykin369Sep 3, 2026

@huangzz1234705 later,any guff loader node in comfyui latest version-error with this model

huangzz1234705

Author

Sep 3, 2026

This has been fixed. Please re-download the model file.

artemzlykin369Sep 4, 2026

@huangzz1234705 no,no work

huangzz1234705

Author

Sep 4, 2026

@artemzlykin369 We have tested this model on five different GPUs – RTX 3090, A100, H100, RX 9070 XT, and RX 580 – and it works fine on all of them. Could you please share your complete error log so we can investigate the issue on your side?

artemzlykin369Sep 4, 2026· 1 reaction

@huangzz1234705
It works even on the latest version of ComfyUI, but only with this package: https://github.com/RealRebelAI/ComfyUI-GGUF_KREA-2 They could have at least written that for us mere mortals—or even just tested it on a clean build; is that really so hard?

huangzz1234705

Author

Sep 4, 2026

@artemzlykin369 I think I know what's going on – you haven't used a Krea‑2 GGUF before, right? The official ComfyUI GGUF nodes don't support Krea‑2. The loader just doesn't recognize its metadata. This isn't a model file issue; it's a framework limitation.

FFrinceSep 3, 2026

CivitAI

Unet Loader (GGUF) failed?

huangzz1234705

Author

Sep 3, 2026

Can you send me the error log, please?

FFrinceSep 3, 2026

Use node:ComfyUI-GGUF_KREA-2

Node threw an error during execution.

# ComfyUI Error Report

## Error Details

- Node ID: 363

- Node Type: UnetLoaderGGUF

- Exception Type: IndexError

- Exception Message: IndexError: tuple index out of range

## Stack Trace

```

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 545, in execute

output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 344, in get_output_data

return_values = await asyncmap_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF_KREA-2\nodes.py", line 176, in load_unet

model = comfy.sd.load_diffusion_model_state_dict(

sd, model_options={"custom_operations": ops}, **kwargs,

)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 2298, in load_diffusion_model_state_dict

model_config = model_detection.model_config_from_unet(sd, "", metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 1284, in model_config_from_unet

unet_config = detect_unet_config(state_dict, unet_key_prefix, metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 981, in detect_unet_config

dit_config["txtlayers"] = state_dict['{}txtfusion.projector.weight'.format(key_prefix)].shape[1]

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^

```

## System Information

- ComfyUI Version: 0.34.3

- Arguments: ComfyUI\main.py --windows-standalone-build --preview-size 256 --reserve-vram 1.0 --highvram

- OS: win32

- Python Version: 3.13.14 (tags/v3.13.14:fd17997, Jun 10 2026, 13:03:48) [MSC v.1944 64 bit (AMD64)]

- Embedded Python: true

- PyTorch Version: 2.13.0+cu130

## Devices

- Name: cuda:0 NVIDIA GeForce RTX 4060 Ti : cudaMallocAsync

- Type: cuda

- VRAM Total: 17175150592

- VRAM Free: 15975055360

- Torch VRAM Total: 0

- Torch VRAM Free: 0

## Logs

```

2026-09-03T21:53:23.915278 - [DONE] Security scan2026-09-03T21:53:23.915292 -

2026-09-03T21:53:24.090081 - ## ComfyUI-Manager: installing dependencies done.2026-09-03T21:53:24.090227 -

2026-09-03T21:53:24.090347 - ** ComfyUI startup time:2026-09-03T21:53:24.090463 - 2026-09-03T21:53:24.090582 - 2026-09-03 21:53:24.0902026-09-03T21:53:24.090700 -

2026-09-03T21:53:24.090822 - ** Platform:2026-09-03T21:53:24.090941 - 2026-09-03T21:53:24.091059 - Windows2026-09-03T21:53:24.091178 -

2026-09-03T21:53:24.091250 - ** Python version:2026-09-03T21:53:24.091344 - 2026-09-03T21:53:24.091406 - 3.13.14 (tags/v3.13.14:fd17997, Jun 10 2026, 13:03:48) [MSC v.1944 64 bit (AMD64)]2026-09-03T21:53:24.091497 -

2026-09-03T21:53:24.091586 - ** Python executable:2026-09-03T21:53:24.091676 - 2026-09-03T21:53:24.091754 - C:\SET UP\ComfyUI_windows_portable\python_embeded\python.exe2026-09-03T21:53:24.091825 -

2026-09-03T21:53:24.091903 - ** ComfyUI Path:2026-09-03T21:53:24.091967 - 2026-09-03T21:53:24.092025 - C:\SET UP\ComfyUI_windows_portable\ComfyUI2026-09-03T21:53:24.092085 -

2026-09-03T21:53:24.092145 - ** ComfyUI Base Folder Path:2026-09-03T21:53:24.092203 - 2026-09-03T21:53:24.092260 - C:\SET UP\ComfyUI_windows_portable\ComfyUI2026-09-03T21:53:24.092326 -

2026-09-03T21:53:24.092413 - ** User directory:2026-09-03T21:53:24.092488 - 2026-09-03T21:53:24.092549 - C:\SET UP\ComfyUI_windows_portable\ComfyUI\user2026-09-03T21:53:24.092609 -

2026-09-03T21:53:24.092756 - ** ComfyUI-Manager config path:2026-09-03T21:53:24.092811 - 2026-09-03T21:53:24.092860 - C:\SET UP\ComfyUI_windows_portable\ComfyUI\user\__manager\config.ini2026-09-03T21:53:24.092910 -

2026-09-03T21:53:24.092963 - ** Log path:2026-09-03T21:53:24.093010 - 2026-09-03T21:53:24.093056 - C:\SET UP\ComfyUI_windows_portable\ComfyUI\user\comfyui.log2026-09-03T21:53:24.093105 -

2026-09-03T21:53:25.310388 - [32m[INFO][0m

Prestartup times for custom nodes:

2026-09-03T21:53:25.310562 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\rgthree-comfy

2026-09-03T21:53:25.310842 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Easy-Use

2026-09-03T21:53:25.310965 - [32m[INFO][0m 3.4 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager

2026-09-03T21:53:25.311074 - [32m[INFO][0m

2026-09-03T21:53:26.454036 - C:\SET UP\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\cuda\__init__.py:64: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you.

import pynvml # type: ignore[import]

2026-09-03T21:53:30.077773 - [32m[INFO][0m Found comfy_kitchen backend hip: {'available': False, 'disabled': False, 'unavailable_reason': 'PyTorch ROCm/HIP runtime not available', 'capabilities': []}

2026-09-03T21:53:30.078063 - [32m[INFO][0m Found comfy_kitchen backend eager: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['adaln', 'apply_rope', 'apply_rope1', 'apply_rope1_', 'apply_rope_', 'apply_rope_split_half', 'apply_rope_split_half1', 'apply_rope_split_half1_', 'apply_rope_split_half_', 'convrot_w4a4_linear', 'dequantize_convrot_w4a4_weight', 'dequantize_int8_convrot_weight', 'dequantize_int8_convrot_weight_dtype', 'dequantize_int8_embedding', 'dequantize_int8_simple', 'dequantize_int8_simple_dtype', 'dequantize_mxfp8', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'dequantize_w4a8_int8_weight', 'gemv_awq_w4a16', 'int8_linear', 'na3d', 'prepare_int4_weight_for_int8_linear', 'quantize_and_rotate_rowwise', 'quantize_convrot_w4a4_weight', 'quantize_int8_convrot_weight', 'quantize_int8_rowwise', 'quantize_int8_tensorwise', 'quantize_mxfp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'quantize_svdquant_w4a4', 'quantize_w4a8_int8_weight', 'rms_adaln', 'rms_rope', 'rms_rope1', 'rms_rope1_', 'rms_rope_', 'rms_rope_split_half', 'rms_rope_split_half1', 'rms_rope_split_half1_', 'rms_rope_split_half_', 'rotate_int8_convrot_weight', 'scaled_mm_mxfp8', 'scaled_mm_nvfp4', 'scaled_mm_svdquant_w4a4', 'stochastic_rounding_fp8', 'w4a8_int8_linear']}

2026-09-03T21:53:30.078950 - [32m[INFO][0m Found comfy_kitchen backend triton: {'available': False, 'disabled': True, 'unavailable_reason': "ImportError: No module named 'triton'", 'capabilities': []}

2026-09-03T21:53:30.079096 - [32m[INFO][0m Found comfy_kitchen backend cuda: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['adaln', 'apply_rope', 'apply_rope1', 'apply_rope1_', 'apply_rope_', 'apply_rope_split_half', 'apply_rope_split_half1', 'apply_rope_split_half1_', 'apply_rope_split_half_', 'convrot_w4a4_linear', 'dequantize_convrot_w4a4_weight', 'dequantize_int8_convrot_weight', 'dequantize_int8_convrot_weight_dtype', 'dequantize_int8_simple', 'dequantize_int8_simple_dtype', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'dequantize_w4a8_int8_weight', 'gemv_awq_w4a16', 'int8_linear', 'na3d', 'prepare_int4_weight_for_int8_linear', 'quantize_and_rotate_rowwise', 'quantize_convrot_w4a4_weight', 'quantize_int8_convrot_weight', 'quantize_int8_rowwise', 'quantize_int8_tensorwise', 'quantize_mxfp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'quantize_svdquant_w4a4', 'quantize_w4a8_int8_weight', 'rms_adaln', 'rms_rope', 'rms_rope1', 'rms_rope1_', 'rms_rope_', 'rms_rope_split_half', 'rms_rope_split_half1', 'rms_rope_split_half1_', 'rms_rope_split_half_', 'rotate_int8_convrot_weight', 'scaled_mm_nvfp4', 'scaled_mm_svdquant_w4a4', 'stochastic_rounding_fp8', 'w4a8_int8_linear']}

2026-09-03T21:53:30.089219 - [32m[INFO][0m Checkpoint files will always be loaded safely.

2026-09-03T21:53:30.188307 - [32m[INFO][0m Total VRAM 16380 MB, total RAM 16282 MB

2026-09-03T21:53:30.188522 - [32m[INFO][0m pytorch version: 2.13.0+cu130

2026-09-03T21:53:30.189214 - [32m[INFO][0m Set vram state to: HIGH_VRAM

2026-09-03T21:53:30.189418 - [32m[INFO][0m Device: cuda:0 NVIDIA GeForce RTX 4060 Ti : cudaMallocAsync

2026-09-03T21:53:30.203267 - [32m[INFO][0m Using async weight offloading with 2 streams

2026-09-03T21:53:30.205472 - [32m[INFO][0m Enabled pinned memory 6512.0

2026-09-03T21:53:30.251453 - [32m[INFO][0m Using pytorch attention

2026-09-03T21:53:36.273947 - [32m[INFO][0m Python version: 3.13.14 (tags/v3.13.14:fd17997, Jun 10 2026, 13:03:48) [MSC v.1944 64 bit (AMD64)]

2026-09-03T21:53:36.274221 - [32m[INFO][0m ComfyUI version: 0.34.3

2026-09-03T21:53:36.275412 - [32m[INFO][0m comfy-aimdo version: 0.4.15

2026-09-03T21:53:36.276332 - [32m[INFO][0m comfy-kitchen version: 0.2.31

2026-09-03T21:53:36.281904 - [32m[INFO][0m comfyui-frontend-package version: 1.49.6

2026-09-03T21:53:36.282105 - [32m[INFO][0m comfyui-workflow-templates version: 0.11.54

2026-09-03T21:53:36.282569 - [32m[INFO][0m comfyui-embedded-docs version: 0.5.10

2026-09-03T21:53:36.282690 - [32m[INFO][0m comfy-kitchen version: 0.2.31

2026-09-03T21:53:36.282844 - [32m[INFO][0m comfy-aimdo version: 0.4.15

2026-09-03T21:53:36.284524 - [32m[INFO][0m [Prompt Server] web root: C:\SET UP\ComfyUI_windows_portable\python_embeded\Lib\site-packages\comfyui_frontend_package\static

2026-09-03T21:53:36.285692 - [32m[INFO][0m Asset seeder disabled

2026-09-03T21:53:37.342418 - [32m[INFO][0m No OpenGL_accelerate module loaded: No module named 'OpenGL_accelerate'

2026-09-03T21:53:38.607288 - [1m[33m[WARNING][0m Traceback (most recent call last):

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\nodes.py", line 2263, in load_custom_node

module_spec.loader.exec_module(module)

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^

File "<frozen importlib._bootstrap_external>", line 1019, in exec_module

File "<frozen importlib._bootstrap_external>", line 1156, in get_code

File "<frozen importlib._bootstrap_external>", line 1214, in get_data

FileNotFoundError: [Errno 2] No such file or directory: 'C:\\SET UP\\ComfyUI_windows_portable\\ComfyUI\\custom_nodes\\AAA\\__init__.py'

2026-09-03T21:53:38.607673 - [1m[33m[WARNING][0m Cannot import C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\AAA module for custom nodes: [Errno 2] No such file or directory: 'C:\\SET UP\\ComfyUI_windows_portable\\ComfyUI\\custom_nodes\\AAA\\__init__.py'

2026-09-03T21:53:38.914401 - [Crystools [0;32mINFO[0m] Crystools version: 1.27.4

2026-09-03T21:53:38.950832 - [Crystools [0;32mINFO[0m] Platform release: 10

2026-09-03T21:53:38.951028 - [Crystools [0;32mINFO[0m] JETSON: Not detected.

2026-09-03T21:53:38.952415 - [Crystools [0;32mINFO[0m] CPU: Intel(R) Core(TM) i5-10400F CPU @ 2.90GHz - Arch: AMD64 - OS: Windows 10

2026-09-03T21:53:38.975048 - [Crystools [0;32mINFO[0m] pynvml (NVIDIA) initialized.

2026-09-03T21:53:38.975632 - [Crystools [0;32mINFO[0m] GPU/s:

2026-09-03T21:53:38.991692 - [Crystools [0;32mINFO[0m] 0) NVIDIA GeForce RTX 4060 Ti

2026-09-03T21:53:38.993288 - [Crystools [0;32mINFO[0m] NVIDIA Driver: 610.62

2026-09-03T21:53:41.142094 - W0903 21:53:41.123000 7952 Lib\site-packages\torch\utils\flop_counter.py:29] triton not found; flop counting will not work for triton kernels

2026-09-03T21:53:44.763403 - [ComfyUI-Easy-Use] server: 2026-09-03T21:53:44.763514 - v1.3.7 2026-09-03T21:53:44.763593 - Loaded2026-09-03T21:53:44.763660 -

2026-09-03T21:53:44.763766 - [ComfyUI-Easy-Use] web root: 2026-09-03T21:53:44.764019 - C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Easy-Use\web_version/v2 2026-09-03T21:53:44.764101 - Loaded2026-09-03T21:53:44.764165 -

2026-09-03T21:53:44.776149 - [32m[INFO][0m ComfyUI-GGUF: Allowing full torch compile

2026-09-03T21:53:44.786508 - [32m[INFO][0m ComfyUI-GGUF: Allowing full torch compile

2026-09-03T21:53:44.814877 - [CCTech Suite]: 🤖🤖🤖 2026-09-03T21:53:44.815073 - Quantized and caffeinated!2026-09-03T21:53:44.815326 - 🤖🤖🤖2026-09-03T21:53:44.815422 -

2026-09-03T21:53:44.815509 - [CCTech Suite]:2026-09-03T21:53:44.815774 - Activated 2026-09-03T21:53:44.815890 - 732026-09-03T21:53:44.815960 - GGUF loader nodes (🤖 CCTech/GGUF).2026-09-03T21:53:44.816024 -

2026-09-03T21:53:44.835148 - [32m[INFO][0m ComfyUI-GGUF: Allowing full torch compile

2026-09-03T21:53:44.845715 - [32m[INFO][0m ### Loading: ComfyUI-Impact-Pack (V8.28.3)

2026-09-03T21:53:45.072797 - [32m[INFO][0m [Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.

2026-09-03T21:53:45.074315 - [32m[INFO][0m [Impact Pack] Wildcards loading done.

2026-09-03T21:53:45.081474 - [32m[INFO][0m ### Loading: ComfyUI-Impact-Subpack (V1.3.5)

2026-09-03T21:53:45.084901 - [32m[INFO][0m [Impact Pack/Subpack] Using folder_paths to determine whitelist path: C:\SET UP\ComfyUI_windows_portable\ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt

2026-09-03T21:53:45.085528 - [32m[INFO][0m [Impact Pack/Subpack] Ensured whitelist directory exists: C:\SET UP\ComfyUI_windows_portable\ComfyUI\user\default\ComfyUI-Impact-Subpack

2026-09-03T21:53:45.085871 - [32m[INFO][0m [Impact Pack/Subpack] Loaded 0 model(s) from whitelist: C:\SET UP\ComfyUI_windows_portable\ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt

2026-09-03T21:53:45.247007 - [32m[INFO][0m [Impact Subpack] ultralytics_bbox: C:\SET UP\ComfyUI_windows_portable\ComfyUI\models\ultralytics\bbox

2026-09-03T21:53:45.247324 - [32m[INFO][0m [Impact Subpack] ultralytics_segm: C:\SET UP\ComfyUI_windows_portable\ComfyUI\models\ultralytics\segm

2026-09-03T21:53:45.265807 -

================================================================================2026-09-03T21:53:45.265965 -

2026-09-03T21:53:45.266631 - WARNING: llama-cpp-python library not found, GGUF functionality is not available2026-09-03T21:53:45.266930 -

2026-09-03T21:53:45.267035 - To use GGUF features, install additional dependencies:2026-09-03T21:53:45.267174 -

2026-09-03T21:53:45.267265 - pip install -r requirements_gguf.txt2026-09-03T21:53:45.267426 -

2026-09-03T21:53:45.267677 - Basic JoyCaption functionality is still available2026-09-03T21:53:45.267767 -

2026-09-03T21:53:45.267854 - ================================================================================

2026-09-03T21:53:45.268008 -

2026-09-03T21:53:45.284897 - [JoyCaption] ℹ️ No custom models found, skipping user-defined HF models.2026-09-03T21:53:45.285048 -

2026-09-03T21:53:45.303002 - [32m[INFO][0m ### Loading: ComfyUI-Manager (V3.41)

2026-09-03T21:53:45.303775 - [32m[INFO][0m [ComfyUI-Manager] network_mode: public

2026-09-03T21:53:45.303993 - [32m[INFO][0m [ComfyUI-Manager] ComfyUI per-queue preview override detected (PR #11261). Manager's preview method feature is disabled. Use ComfyUI's --preview-method CLI option or 'Settings > Execution > Live preview method'.

2026-09-03T21:53:45.476744 - [32m[INFO][0m ### ComfyUI Revision: 264 [87465b8f] *DETACHED | Released on '2026-09-02'

2026-09-03T21:53:45.556124 - [32m[INFO][0m Model Mover: API routes registered successfully

2026-09-03T21:53:45.600301 - [SD Prompt Reader] 2026-09-03T21:53:45.600416 - Node version: 1.3.42026-09-03T21:53:45.600496 -

2026-09-03T21:53:45.600594 - [SD Prompt Reader] 2026-09-03T21:53:45.600728 - Core version: 1.3.52026-09-03T21:53:45.600794 -

2026-09-03T21:53:45.760214 - [32m[INFO][0m [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json

2026-09-03T21:53:45.878830 - [32m[INFO][0m [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json

2026-09-03T21:53:46.239860 - [32m[INFO][0m [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json

2026-09-03T21:53:46.400814 - [32m[INFO][0m [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json

2026-09-03T21:53:46.577923 - [32m[INFO][0m [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json

2026-09-03T21:53:46.590785 - ------------------------------------------2026-09-03T21:53:46.590892 -

2026-09-03T21:53:46.591070 - Comfyroll Studio v1.76 : 2026-09-03T21:53:46.591254 - 175 Nodes Loaded2026-09-03T21:53:46.591334 -

2026-09-03T21:53:46.591431 - ------------------------------------------2026-09-03T21:53:46.591573 -

2026-09-03T21:53:46.591649 - ** For changes, please see patch notes at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/blob/main/Patch_Notes.md2026-09-03T21:53:46.591799 -

2026-09-03T21:53:46.591864 - ** For help, please see the wiki at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki2026-09-03T21:53:46.592045 -

2026-09-03T21:53:46.592121 - ------------------------------------------2026-09-03T21:53:46.592323 -

2026-09-03T21:53:46.612030 - [C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ckpts path: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts2026-09-03T21:53:46.617146 -

2026-09-03T21:53:46.622284 - [C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using symlinks: False2026-09-03T21:53:46.627455 -

2026-09-03T21:53:46.632654 - [C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']2026-09-03T21:53:46.637863 -

2026-09-03T21:53:46.668053 - C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux\node_wrappers\dwpose.py:26: UserWarning: DWPose: Onnxruntime not found or doesn't come with acceleration providers, switch to OpenCV with CPU device. DWPose might run very slowly

warnings.warn("DWPose: Onnxruntime not found or doesn't come with acceleration providers, switch to OpenCV with CPU device. DWPose might run very slowly")

2026-09-03T21:53:47.292229 -

2026-09-03T21:53:47.292341 - Efficiency Nodes:2026-09-03T21:53:47.292422 - Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...2026-09-03T21:53:47.292489 - Success!2026-09-03T21:53:47.292552 -

2026-09-03T21:53:47.351224 -

2026-09-03T21:53:47.351398 - [rgthree-comfy] Loaded 48 magnificent nodes. 🎉2026-09-03T21:53:47.351504 -

2026-09-03T21:53:47.351697 -

2026-09-03T21:53:47.352014 - [rgthree-comfy] ComfyUI's new Node 2.0 rendering may be incompatible with some rgthree-comfy nodes and features, breaking some rendering as well as losing the ability to access a node's properties (a vital part of many nodes). It also appears to run MUCH more slowly spiking CPU usage and causing jankiness and unresponsiveness, especially with large workflows. Personally I am not planning to use the new Nodes 2.0 and, unfortunately, am not able to invest the time to investigate and overhaul rgthree-comfy where needed. If you have issues when Nodes 2.0 is enabled, I'd urge you to switch it off as well and join me in hoping ComfyUI is not planning to deprecate the existing, stable canvas rendering all together.

2026-09-03T21:53:47.352497 -

2026-09-03T21:53:47.359125 - [32m[INFO][0m

Import times for custom nodes:

2026-09-03T21:53:47.359355 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\websocket_image_save.py

2026-09-03T21:53:47.359515 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_lora_tag_loader

2026-09-03T21:53:47.359656 - [32m[INFO][0m 0.0 seconds (IMPORT FAILED): C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\AAA

2026-09-03T21:53:47.359834 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Anima-Enhancer

2026-09-03T21:53:47.359975 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\lora-info

2026-09-03T21:53:47.360109 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\joycaption_comfyui

2026-09-03T21:53:47.360232 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\sd-dynamic-thresholding

2026-09-03T21:53:47.360384 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Krea2T-Enhancer

2026-09-03T21:53:47.360513 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\Anima-Mod-Guidance-ComfyUI-Node

2026-09-03T21:53:47.360635 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF

2026-09-03T21:53:47.360784 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Custom-Scripts

2026-09-03T21:53:47.360910 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-adaptiveprompts

2026-09-03T21:53:47.361032 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-prompt-control

2026-09-03T21:53:47.361182 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\gguf

2026-09-03T21:53:47.361305 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF_KREA-2

2026-09-03T21:53:47.361424 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-prompt-reader-node

2026-09-03T21:53:47.361572 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\rgthree-comfy

2026-09-03T21:53:47.361694 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-JoyCaption

2026-09-03T21:53:47.361865 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF-Loader

2026-09-03T21:53:47.362001 - [32m[INFO][0m 0.0 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Model-Mover

2026-09-03T21:53:47.362125 - [32m[INFO][0m 0.1 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Translator

2026-09-03T21:53:47.362270 - [32m[INFO][0m 0.1 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux

2026-09-03T21:53:47.362388 - [32m[INFO][0m 0.2 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-impact-subpack

2026-09-03T21:53:47.362538 - [32m[INFO][0m 0.2 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager

2026-09-03T21:53:47.362663 - [32m[INFO][0m 0.2 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Impact-Pack

2026-09-03T21:53:47.362779 - [32m[INFO][0m 0.4 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Crystools

2026-09-03T21:53:47.362947 - [32m[INFO][0m 0.6 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\efficiency-nodes-comfyui

2026-09-03T21:53:47.363250 - [32m[INFO][0m 0.9 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_Comfyroll_CustomNodes

2026-09-03T21:53:47.363517 - [32m[INFO][0m 2.6 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Easy-Use

2026-09-03T21:53:47.363648 - [32m[INFO][0m 3.2 seconds: C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-dynamicprompts

2026-09-03T21:53:47.363895 - [32m[INFO][0m

2026-09-03T21:53:47.367319 - [32m[INFO][0m Context impl SQLiteImpl.

2026-09-03T21:53:47.367480 - [32m[INFO][0m Will assume non-transactional DDL.

2026-09-03T21:53:47.606982 - [32m[INFO][0m Using RAM pressure cache.

2026-09-03T21:53:47.607935 - [32m[INFO][0m Starting server

2026-09-03T21:53:47.608590 - [32m[INFO][0m To see the GUI go to: http://127.0.0.1:8188

2026-09-03T21:53:50.846207 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:53:50.846357 -

2026-09-03T21:53:50.847425 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:53:50.847553 -

2026-09-03T21:53:50.849007 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:53:50.849127 -

2026-09-03T21:53:50.849907 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:53:50.850013 -

2026-09-03T21:53:50.851055 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:53:50.851160 -

2026-09-03T21:53:50.851661 - [1m[33m[WARNING][0m [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/buttonGroup.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.

2026-09-03T21:53:50.852053 - [1m[33m[WARNING][0m [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.

2026-09-03T21:53:50.868256 - [1m[33m[WARNING][0m [DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/clipspace.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.

2026-09-03T21:53:50.868857 - [1m[33m[WARNING][0m [DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/groupNode.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.

2026-09-03T21:53:53.999834 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:53:53.999966 -

2026-09-03T21:53:54.001014 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:53:54.001119 -

2026-09-03T21:53:54.001922 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:53:54.002024 -

2026-09-03T21:53:54.002875 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:53:54.002968 -

2026-09-03T21:53:54.003678 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:53:54.003773 -

2026-09-03T21:53:56.323823 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:53:56.323954 -

2026-09-03T21:53:56.324894 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:53:56.325007 -

2026-09-03T21:53:56.326034 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:53:56.326140 -

2026-09-03T21:53:56.327345 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:53:56.327498 -

2026-09-03T21:53:56.329213 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:53:56.329351 -

2026-09-03T21:53:56.335393 - [1m[33m[WARNING][0m [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/button.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.

2026-09-03T21:53:57.279656 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:53:57.279794 -

2026-09-03T21:53:57.280680 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:53:57.280768 -

2026-09-03T21:53:57.281728 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:53:57.281847 -

2026-09-03T21:53:57.283420 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:53:57.283530 -

2026-09-03T21:53:57.284360 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:53:57.284468 -

2026-09-03T21:54:39.111101 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:54:39.111241 -

2026-09-03T21:54:39.112798 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:54:39.112940 -

2026-09-03T21:54:39.114213 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:54:39.114336 -

2026-09-03T21:54:39.115212 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:54:39.115326 -

2026-09-03T21:54:39.116253 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:54:39.116363 -

2026-09-03T21:54:42.052950 - [Adaptive Prompts] Config Updated: {'default_rng_mode': 'Adaptive'}2026-09-03T21:54:42.053080 -

2026-09-03T21:54:42.054236 - [Adaptive Prompts] Config Updated: {'search_depth_limit': 80}2026-09-03T21:54:42.054371 -

2026-09-03T21:54:42.055070 - [Adaptive Prompts] Config Updated: {'hide_comments': True}2026-09-03T21:54:42.055150 -

2026-09-03T21:54:42.055821 - [Adaptive Prompts] Config Updated: {'resolution_strategy': 'Scoped'}2026-09-03T21:54:42.055900 -

2026-09-03T21:54:42.056581 - [Adaptive Prompts] Config Updated: {'missing_wildcard_behavior': 'Inject Warning'}2026-09-03T21:54:42.056664 -

2026-09-03T21:55:22.790005 - [32m[INFO][0m got prompt

2026-09-03T21:55:22.792937 - [1m[31m[ERROR][0m Failed to validate prompt for output 1:

2026-09-03T21:55:22.796593 - [1m[31m[ERROR][0m * LoraTagLoader 126:

2026-09-03T21:55:22.797691 - [1m[31m[ERROR][0m - Required input is missing: clip

2026-09-03T21:55:22.798169 - [1m[31m[ERROR][0m Output will be ignored

2026-09-03T21:55:22.805363 - [1m[31m[ERROR][0m Failed to validate prompt for output 98:

2026-09-03T21:55:22.805524 - [1m[31m[ERROR][0m Output will be ignored

2026-09-03T21:55:22.805864 - [1m[31m[ERROR][0m Failed to validate prompt for output 119:

2026-09-03T21:55:22.806152 - [1m[31m[ERROR][0m Output will be ignored

2026-09-03T21:55:22.999855 - [32m[INFO][0m [32mPrompt executed in 0.19 seconds[0m

2026-09-03T21:56:36.803235 - [32m[INFO][0m got prompt

2026-09-03T21:56:37.030623 - New prompt: She is leaning over a teachers desk with her chest resting on it, legs straight feet flat to the floor. Her palms flat on the desk stretching forward. The man has his left hand pressed against her left buttock, and his right hand pulled back as if about to spank the girls ass. (Her light light brown underwear is pulled down around her ankles:1.1). she has ivory-white skinned, curvy body; She has black long wavy hair and big hair, she has ivory-white skinned, curvy body; She has dark brown short hair and big hair, completely in frame, dressed as a schoolgirl, long white socks, very slim, skinny, cute, small and short, wearing lots of makeup, eyeshadow, mascara and shiny lip gloss. Black high heel shoes. A little bit of rouge on her cheeks. She is looking at the viewer over her right shoulder. She has distressed and lewd expression with Her eyes are half-closed, her mouth is wide opened for shouting, furrowed her eyebrows. We are looking at her from behind and to the side. A man who is mostly out of frame dressed as a teacher is groping one of her ass cheeks, his whole right palm pressed against her, her ass cheeks are ever so slightly pink with a vague hand imprint, her ass is bare and we can see her pussy, no pubic hair. She wears school uniform with white sailor shirt, Her short skirt lifted over her hip, exposed her round, sexy buttocks and her beautiful legs; she has shaved pussy, pussy stubble. The man has his large, long erect penis out. The scene is an old boarding school classroom, dark wooden panelling, natural daylight.,

The photo was taken in an amateur. Highly detailed skin texture, bright, clearly, high contrast, high saturation, vibrance, deep shadows, sharp details, Asian, East Asian, Southeast Asian, lipgloss, glossy skin, tall female.2026-09-03T21:56:37.030923 -

2026-09-03T21:56:37.090621 - [32m[INFO][0m Using pytorch attention in VAE

2026-09-03T21:56:37.092378 - [32m[INFO][0m Using pytorch attention in VAE

2026-09-03T21:56:38.014169 - [32m[INFO][0m VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16

2026-09-03T21:56:38.042407 - New prompt: 1024x15362026-09-03T21:56:38.042573 -

2026-09-03T21:56:38.128994 - [32m[INFO][0m Found quantization metadata version 1

2026-09-03T21:56:38.133189 - [32m[INFO][0m Using MixedPrecisionOps for text encoder

2026-09-03T21:56:40.658368 - [32m[INFO][0m Requested to load Krea2TEModel_

2026-09-03T21:56:40.753779 - [32m[INFO][0m loaded completely; 4999.47 MB loaded, full load: True

2026-09-03T21:56:40.779897 - [32m[INFO][0m CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cuda:0, dtype: torch.float16

2026-09-03T21:56:41.138412 - [32m[INFO][0m gguf qtypes: F32 (166), F16 (264), Q2_K (192), Q8_0 (64)

2026-09-03T21:56:41.149229 - [1m[31m[ERROR][0m !!! Exception during processing !!! tuple index out of range

2026-09-03T21:56:41.156204 - [1m[31m[ERROR][0m Traceback (most recent call last):

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 545, in execute

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 344, in get_output_data

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF_KREA-2\nodes.py", line 176, in load_unet

model = comfy.sd.load_diffusion_model_state_dict(

sd, model_options={"custom_operations": ops}, **kwargs,

)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 2298, in load_diffusion_model_state_dict

model_config = model_detection.model_config_from_unet(sd, "", metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 1284, in model_config_from_unet

unet_config = detect_unet_config(state_dict, unet_key_prefix, metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 981, in detect_unet_config

dit_config["txtlayers"] = state_dict['{}txtfusion.projector.weight'.format(key_prefix)].shape[1]

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^

IndexError: tuple index out of range

2026-09-03T21:56:41.160072 - [32m[INFO][0m [32mPrompt executed in 4.34 seconds[0m

```

## Attached Workflow

Please make sure that workflow does not contain any sensitive information such as API keys or passwords.

```

Workflow too large. Please manually upload the workflow from local file system.

```

## Additional Context

(Please add any additional context or steps to reproduce the error here)

FFrinceSep 3, 2026

Use node:ComfyUI-GGUF

[ERROR] !!! Exception during processing !!! tuple index out of range

[ERROR] Traceback (most recent call last):

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 545, in execute

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 344, in get_output_data

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\gguf\pig.py", line 581, in load_model

model = comfy.sd.load_diffusion_model_state_dict(sd, model_options=

{"custom_operations": ops}, **kwargs,)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 2298, in load_diffusion_model_state_dict

model_config = model_detection.model_config_from_unet(sd, "", metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 1284, in model_config_from_unet

unet_config = detect_unet_config(state_dict, unet_key_prefix, metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 981, in detect_unet_config

dit_config["txtlayers"] = state_dict['{}txtfusion.projector.weight'.format(key_prefix)].shape[1]

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^

IndexError: tuple index out of range

FFrinceSep 3, 2026

Use node:gguf

[ERROR] !!! Exception during processing !!! tuple index out of range

[ERROR] Traceback (most recent call last):

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 545, in execute

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 344, in get_output_data

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\custom_nodes\gguf\pig.py", line 581, in load_model

model = comfy.sd.load_diffusion_model_state_dict(sd, model_options=

{"custom_operations": ops}, **kwargs,)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 2298, in load_diffusion_model_state_dict

model_config = model_detection.model_config_from_unet(sd, "", metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 1284, in model_config_from_unet

unet_config = detect_unet_config(state_dict, unet_key_prefix, metadata=metadata)

File "C:\SET UP\ComfyUI_windows_portable\ComfyUI\comfy\model_detection.py", line 981, in detect_unet_config

dit_config["txtlayers"] = state_dict['{}txtfusion.projector.weight'.format(key_prefix)].shape[1]

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^

IndexError: tuple index out of range

FFrinceSep 3, 2026

I used three nodes to load UNet models from three different authors, but all of them resulted in errors.

huangzz1234705

Author

Sep 3, 2026

We've identified and fixed the issue. The root cause was that llama.cpp compressed the dimensions in the file header, which passed in the test environment but triggered an error in production due to Python script validation. Please re-download the model file – it should now work properly.

vivianj123Sep 6, 2026

@huangzz1234705 今天下的，也是gguf加载报错。节点在执行过程中发生错误。

# ComfyUI Error Report

## Error Details

- Node ID: 37

- Node Type: UnetLoaderGGUF

- Exception Type: ValueError

- Exception Message: ValueError: Unexpected architecture type in GGUF file: 'krea2'

## Stack Trace

```

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 545, in execute

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 344, in get_output_data

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-Lora-Manager\py\metadata_collector\metadata_hook.py", line 177, in async_map_node_over_list_with_metadata

results = await original_map_node_over_list(

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-GGUF\nodes.py", line 169, in load_unet

sd, extra = gguf_sd_loader(unet_path)

^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-GGUF\loader.py", line 110, in gguf_sd_loader

raise ValueError(f"Unexpected architecture type in GGUF file: {arch_str!r}")

```

## System Information

- ComfyUI Version: 0.34.0

- Arguments: D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\main.py --auto-launch --preview-method auto --cuda-malloc --cpu-vae

- OS: win32

- Python Version: 3.11.9 (tags/v3.11.9:de54cf5, Apr 2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]

- Embedded Python: false

- PyTorch Version: 2.7.0+cu128

## Devices

- Name: cuda:0 NVIDIA GeForce RTX 5070 Ti Laptop GPU : cudaMallocAsync

- Type: cuda

- VRAM Total: 12820480000

- VRAM Free: 1586012928

- Torch VRAM Total: 9865003008

- Torch VRAM Free: 59286272

## Logs

```

2026-09-06T13:33:28.715873 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T13:33:28.740922 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T13:34:17.602961 - [32m[INFO][0m [32mPrompt executed in 48.90 seconds[0m

2026-09-06T13:55:19.282511 - [32m[INFO][0m got prompt

2026-09-06T13:55:19.293937 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T13:55:19.320700 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T13:56:08.488980 - [32m[INFO][0m [32mPrompt executed in 49.20 seconds[0m

2026-09-06T14:06:43.391808 - [32m[INFO][0m [修改] 已更新工作流路径：【非常常用】/※编辑-去衣或其他Qwen Edit 2511 Aio V21 Single Image Editing.json

2026-09-06T14:06:50.380437 - [32m[INFO][0m [修改] 已更新工作流路径：krea2/一致性编辑krea2_edit_single_ref.json

2026-09-06T14:07:18.859323 - [32m[INFO][0m [修改] 已更新工作流路径：【常用】/00文生图-Qwen-image2512+文生图+高清放大.json

2026-09-06T14:07:36.425153 - [32m[INFO][0m [修改] 已更新工作流路径：krea2/krea2图像编辑多功能工作流.json

2026-09-06T14:07:45.525883 - [32m[INFO][0m [修改] 已更新工作流路径：krea2/一致性编辑krea2_edit_two_ref.json

2026-09-06T14:10:10.316910 - [32m[INFO][0m got prompt

2026-09-06T14:10:12.643164 - [llama-cpp_vlm] Loading model...2026-09-06T14:10:12.643164 -

2026-09-06T14:10:14.029562 - [llama-cpp_vlm] Loading clip: Qwen3.5-9B-Aggressive\mmproj-Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-BF16.gguf2026-09-06T14:10:14.029562 -

2026-09-06T14:10:14.061257 - [llama-cpp_vlm] Loading model: Qwen3.5-9B-Aggressive\Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf2026-09-06T14:10:14.061257 -

2026-09-06T14:10:14.061257 - [llama-cpp_vlm] n_gpu_layers = -12026-09-06T14:10:14.061257 -

2026-09-06T14:10:18.149397 - llama_context: n_ctx_seq (8192) < n_ctx_train (262144) -- the full capacity of the model will not be utilized

2026-09-06T14:10:18.149397 - 2026-09-06T14:10:18.181083 - load_hparams: Qwen-VL models require at minimum 1024 image tokens to function correctly on grounding tasks

2026-09-06T14:10:18.181083 - 2026-09-06T14:10:18.181083 - load_hparams: if you encounter problems with accuracy, try adding --image-min-tokens 1024

2026-09-06T14:10:18.181083 - 2026-09-06T14:10:18.181083 - load_hparams: more info: https://github.com/ggml-org/llama.cpp/issues/16842

2026-09-06T14:10:18.181083 - 2026-09-06T14:10:39.855057 - [32m[INFO][0m [32mPrompt executed in 29.53 seconds[0m

2026-09-06T14:15:35.892593 - [32m[INFO][0m got prompt

2026-09-06T14:15:35.907415 - [32m[INFO][0m Using xformers attention in VAE

2026-09-06T14:15:35.908415 - [32m[INFO][0m Using xformers attention in VAE

2026-09-06T14:15:35.978679 - [32m[INFO][0m VAE load device: cpu, offload device: cpu, dtype: torch.float32

2026-09-06T14:15:36.072186 - [MultiGPU Core Patching] text_encoder_device_patched returning device: cuda:0 (current_text_encoder_device=cuda:0)

2026-09-06T14:15:38.455556 - [32m[INFO][0m CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16

2026-09-06T14:15:39.004250 - [32m[INFO][0m Requested to load Krea2TEModel_

2026-09-06T14:15:41.043809 - [32m[INFO][0m loaded completely; 9430.55 MB usable, 8464.46 MB loaded, full load: True

2026-09-06T14:15:41.710201 - [32m[INFO][0m Found quantization metadata version 1

2026-09-06T14:15:41.710201 - [32m[INFO][0m Detected mixed precision quantization

2026-09-06T14:15:41.710201 - [32m[INFO][0m Using mixed precision operations

2026-09-06T14:15:41.710201 - [32m[INFO][0m Native ops: int8_tensorwise, convrot_w4a4, float8_e5m2, nvfp4, asym_w4a8_int8, float8_e4m3fn , emulated ops: mxfp8

2026-09-06T14:15:41.720136 - [32m[INFO][0m model weight dtype torch.bfloat16, manual cast: torch.bfloat16

2026-09-06T14:15:41.722200 - [32m[INFO][0m model_type FLUX

2026-09-06T14:15:41.746846 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:15:41.746846 - [32m[INFO][0m Requested to load Krea2

2026-09-06T14:15:51.200612 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:16:20.930834 - [32m[INFO][0m Requested to load WanVAE

2026-09-06T14:16:20.938599 - [32m[INFO][0m loaded completely; 484.06 MB loaded, full load: True

2026-09-06T14:16:40.145781 - [32m[INFO][0m [32mPrompt executed in 64.25 seconds[0m

2026-09-06T14:21:23.653285 - [32m[INFO][0m got prompt

2026-09-06T14:21:23.671235 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:21:23.695769 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:22:11.232109 - [32m[INFO][0m [32mPrompt executed in 47.58 seconds[0m

2026-09-06T14:24:15.542933 - [32m[INFO][0m got prompt

2026-09-06T14:24:15.553450 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:24:15.575321 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:25:03.198590 - [32m[INFO][0m [32mPrompt executed in 47.66 seconds[0m

2026-09-06T14:41:57.015953 - [32m[INFO][0m got prompt

2026-09-06T14:41:57.028638 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:41:57.054622 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:42:44.728404 - [32m[INFO][0m [32mPrompt executed in 47.71 seconds[0m

2026-09-06T14:43:26.469934 - [32m[INFO][0m got prompt

2026-09-06T14:43:26.481170 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:43:26.506161 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:44:14.938702 - [32m[INFO][0m [32mPrompt executed in 48.46 seconds[0m

2026-09-06T14:47:04.240429 - [32m[INFO][0m got prompt

2026-09-06T14:47:04.250810 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T14:47:04.267594 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T14:47:52.223901 - [32m[INFO][0m [32mPrompt executed in 47.98 seconds[0m

2026-09-06T16:04:42.322538 - [32m[INFO][0m got prompt

2026-09-06T16:04:42.340072 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T16:04:42.368710 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T16:05:31.045181 - [32m[INFO][0m [32mPrompt executed in 48.72 seconds[0m

2026-09-06T16:26:35.847752 - [32m[INFO][0m got prompt

2026-09-06T16:26:35.860025 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:ModelPatcher)

2026-09-06T16:26:35.887094 - [32m[INFO][0m loaded partially; 9149.75 MB usable, 8964.07 MB loaded, 3566.07 MB offloaded, 252.02 MB buffer reserved, lowvram patches: 0

2026-09-06T16:27:23.630503 - [32m[INFO][0m [32mPrompt executed in 47.79 seconds[0m

2026-09-06T16:48:19.788798 - [32m[INFO][0m got prompt

2026-09-06T16:48:22.029527 - model_path is D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts\depth-anything\Depth-Anything-V2-Large\depth_anything_v2_vitl.pth2026-09-06T16:48:22.029527 -

2026-09-06T16:48:22.029527 - [32m[INFO][0m using MLP layer as FFN

2026-09-06T16:48:28.919473 - [32m[INFO][0m Found quantization metadata version 1

2026-09-06T16:48:28.919473 - [MultiGPU Core Patching] text_encoder_device_patched returning device: cuda:0 (current_text_encoder_device=cuda:0)

2026-09-06T16:48:28.919473 - [32m[INFO][0m Using MixedPrecisionOps for text encoder

2026-09-06T16:48:29.589270 - [32m[INFO][0m CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16

2026-09-06T16:48:37.475110 - [32m[INFO][0m Requested to load QwenImageTEModel_

2026-09-06T16:48:45.404101 - [32m[INFO][0m loaded completely; 9428.55 MB usable, 7910.28 MB loaded, full load: True

2026-09-06T16:49:01.077072 - [32m[INFO][0m gguf qtypes: F32 (1088), BF16 (6), Q6_K (258), Q8_0 (2), Q5_K (20), Q4_K (560)

2026-09-06T16:49:01.148746 - [32m[INFO][0m model weight dtype torch.bfloat16, manual cast: None

2026-09-06T16:49:01.148746 - [32m[INFO][0m model_type FLUX

2026-09-06T16:49:03.437381 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T16:49:03.441959 - [32m[INFO][0m Requested to load QwenImageControlNetModel

2026-09-06T16:49:03.441959 - [32m[INFO][0m Requested to load QwenImage

2026-09-06T16:49:06.169805 - [32m[INFO][0m loaded completely; 9075.45 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T16:49:22.777380 - [32m[INFO][0m loaded partially; 5703.25 MB usable, 5555.20 MB loaded, 7183.78 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T16:49:32.723210 - [32m[INFO][0m loaded partially; 6155.41 MB usable, 6007.25 MB loaded, 6731.73 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T16:51:12.725445 - [32m[INFO][0m [32mPrompt executed in 172.80 seconds[0m

2026-09-06T17:11:19.783837 - [32m[INFO][0m got prompt

2026-09-06T17:11:20.006077 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T17:11:20.007461 - [32m[INFO][0m 0 models unloaded.

2026-09-06T17:11:20.214082 - [32m[INFO][0m Unloaded partially: 254.36 MB freed, 3117.84 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T17:11:20.282049 - [32m[INFO][0m loaded partially; 6065.61 MB usable, 5917.86 MB loaded, 6821.12 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:11:29.020786 - [32m[INFO][0m loaded completely; 3520.36 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T17:11:29.093050 - [32m[INFO][0m loaded partially; 6066.01 MB usable, 5918.25 MB loaded, 6820.73 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:12:58.104317 - [32m[INFO][0m [32mPrompt executed in 98.20 seconds[0m

2026-09-06T17:32:51.477679 - [32m[INFO][0m got prompt

2026-09-06T17:32:51.805284 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T17:32:51.808979 - [32m[INFO][0m 0 models unloaded.

2026-09-06T17:32:52.032988 - [32m[INFO][0m Unloaded partially: 254.36 MB freed, 3117.84 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T17:32:52.127550 - [32m[INFO][0m loaded partially; 5976.60 MB usable, 5828.48 MB loaded, 6910.50 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:33:01.688918 - [32m[INFO][0m loaded completely; 3520.36 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T17:33:01.769714 - [32m[INFO][0m loaded partially; 5976.64 MB usable, 5828.48 MB loaded, 6910.50 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:34:33.846132 - [32m[INFO][0m [32mPrompt executed in 102.17 seconds[0m

2026-09-06T17:45:31.697277 - [32m[INFO][0m got prompt

2026-09-06T17:45:32.014063 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T17:45:32.018092 - [32m[INFO][0m 0 models unloaded.

2026-09-06T17:45:32.240991 - [32m[INFO][0m Unloaded partially: 254.36 MB freed, 3117.84 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T17:45:32.331545 - [32m[INFO][0m loaded partially; 5886.84 MB usable, 5739.09 MB loaded, 6999.89 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:45:41.378314 - [32m[INFO][0m loaded completely; 3520.36 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T17:45:41.463589 - [32m[INFO][0m loaded partially; 5887.25 MB usable, 5739.48 MB loaded, 6999.50 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:47:13.874694 - [32m[INFO][0m [32mPrompt executed in 101.99 seconds[0m

2026-09-06T17:52:55.496806 - [32m[INFO][0m got prompt

2026-09-06T17:52:55.768738 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T17:52:55.771679 - [32m[INFO][0m 0 models unloaded.

2026-09-06T17:52:56.006760 - [32m[INFO][0m Unloaded partially: 254.36 MB freed, 3117.84 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T17:52:56.114855 - [32m[INFO][0m loaded partially; 5797.83 MB usable, 5650.03 MB loaded, 7088.95 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:53:05.107150 - [32m[INFO][0m loaded completely; 3514.16 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T17:53:05.198680 - [32m[INFO][0m loaded partially; 5791.98 MB usable, 5643.83 MB loaded, 7095.15 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:54:38.100765 - [32m[INFO][0m [32mPrompt executed in 102.45 seconds[0m

2026-09-06T17:55:55.823966 - [32m[INFO][0m got prompt

2026-09-06T17:55:56.135866 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T17:55:56.138815 - [32m[INFO][0m 0 models unloaded.

2026-09-06T17:55:56.379367 - [32m[INFO][0m Unloaded partially: 272.37 MB freed, 3099.83 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T17:55:56.492930 - [32m[INFO][0m loaded partially; 5713.99 MB usable, 5564.10 MB loaded, 7174.88 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:56:04.878944 - [32m[INFO][0m loaded completely; 3514.16 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T17:56:04.978046 - [32m[INFO][0m loaded partially; 5706.06 MB usable, 5556.71 MB loaded, 7182.27 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T17:57:37.511910 - [32m[INFO][0m [32mPrompt executed in 101.49 seconds[0m

2026-09-06T18:27:50.725641 - [32m[INFO][0m got prompt

2026-09-06T18:27:50.949881 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T18:27:50.951882 - [32m[INFO][0m 0 models unloaded.

2026-09-06T18:27:51.166464 - [32m[INFO][0m Unloaded partially: 272.37 MB freed, 3099.83 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T18:27:51.235682 - [32m[INFO][0m loaded partially; 5626.88 MB usable, 5479.04 MB loaded, 7259.94 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T18:27:59.595233 - [32m[INFO][0m loaded completely; 3509.08 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T18:27:59.657126 - [32m[INFO][0m loaded partially; 5615.92 MB usable, 5468.08 MB loaded, 7270.90 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T18:29:27.786830 - [32m[INFO][0m [32mPrompt executed in 98.04 seconds[0m

2026-09-06T19:01:40.995154 - [32m[INFO][0m got prompt

2026-09-06T19:01:41.239184 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:01:41.241400 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:01:41.463731 - [32m[INFO][0m Unloaded partially: 272.37 MB freed, 3099.83 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:01:41.533553 - [32m[INFO][0m loaded partially; 5533.17 MB usable, 5385.34 MB loaded, 7353.64 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:01:50.506474 - [32m[INFO][0m loaded completely; 3509.08 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:01:50.608668 - [32m[INFO][0m loaded partially; 5522.22 MB usable, 5374.33 MB loaded, 7364.65 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:03:25.433475 - [32m[INFO][0m [32mPrompt executed in 104.30 seconds[0m

2026-09-06T19:06:35.954515 - [32m[INFO][0m got prompt

2026-09-06T19:06:36.202650 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:06:36.205044 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:06:36.455392 - [32m[INFO][0m Unloaded partially: 290.37 MB freed, 3081.83 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:06:36.536866 - [32m[INFO][0m loaded partially; 5432.63 MB usable, 5284.57 MB loaded, 7454.41 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:06:44.334740 - [32m[INFO][0m loaded completely; 3484.29 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:06:44.402783 - [32m[INFO][0m loaded partially; 5396.65 MB usable, 5246.53 MB loaded, 7492.45 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:08:13.985513 - [32m[INFO][0m [32mPrompt executed in 97.88 seconds[0m

2026-09-06T19:10:04.317791 - [32m[INFO][0m got prompt

2026-09-06T19:10:04.551889 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:10:04.553895 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:10:04.807256 - [32m[INFO][0m Unloaded partially: 308.38 MB freed, 3063.82 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:10:04.881295 - [32m[INFO][0m loaded partially; 5315.44 MB usable, 5167.53 MB loaded, 7571.45 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:10:13.236430 - [32m[INFO][0m loaded completely; 3476.89 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:10:13.312167 - [32m[INFO][0m loaded partially; 5272.22 MB usable, 5124.52 MB loaded, 7614.46 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:11:44.287965 - [32m[INFO][0m [32mPrompt executed in 99.82 seconds[0m

2026-09-06T19:13:19.339159 - [32m[INFO][0m got prompt

2026-09-06T19:13:19.569974 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:13:19.570969 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:13:19.811223 - [32m[INFO][0m Unloaded partially: 308.38 MB freed, 3063.82 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:13:19.891066 - [32m[INFO][0m loaded partially; 5193.43 MB usable, 5045.23 MB loaded, 7693.75 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:13:28.721001 - [32m[INFO][0m loaded completely; 3456.59 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:13:28.791908 - [32m[INFO][0m loaded partially; 5129.63 MB usable, 4980.64 MB loaded, 7758.34 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:14:59.662759 - [32m[INFO][0m [32mPrompt executed in 100.18 seconds[0m

2026-09-06T19:16:04.616498 - [32m[INFO][0m got prompt

2026-09-06T19:16:04.864365 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:16:04.865373 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:16:05.132775 - [32m[INFO][0m Unloaded partially: 326.38 MB freed, 3045.81 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:16:05.209558 - [32m[INFO][0m loaded partially; 5047.26 MB usable, 4897.52 MB loaded, 7841.46 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:16:13.654126 - [32m[INFO][0m loaded completely; 3456.59 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:16:13.740728 - [32m[INFO][0m loaded partially; 4981.91 MB usable, 4832.93 MB loaded, 7906.05 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:17:43.977566 - [32m[INFO][0m [32mPrompt executed in 99.21 seconds[0m

2026-09-06T19:18:31.780424 - [32m[INFO][0m got prompt

2026-09-06T19:18:32.005073 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:18:32.006658 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:18:32.256614 - [32m[INFO][0m Unloaded partially: 326.38 MB freed, 3045.81 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:18:32.327272 - [32m[INFO][0m loaded partially; 4899.55 MB usable, 4749.80 MB loaded, 7989.18 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:18:40.951646 - [32m[INFO][0m loaded completely; 3456.59 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:18:41.014660 - [32m[INFO][0m loaded partially; 4834.20 MB usable, 4685.21 MB loaded, 8053.77 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:20:10.467142 - [32m[INFO][0m [32mPrompt executed in 98.55 seconds[0m

2026-09-06T19:21:15.872627 - [32m[INFO][0m got prompt

2026-09-06T19:21:16.111730 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:21:16.113231 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:21:16.380197 - [32m[INFO][0m Unloaded partially: 326.38 MB freed, 3045.81 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:21:16.448863 - [32m[INFO][0m loaded partially; 4751.83 MB usable, 4602.09 MB loaded, 8136.89 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:21:24.312160 - [32m[INFO][0m loaded completely; 3456.59 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:21:24.377196 - [32m[INFO][0m loaded partially; 4686.48 MB usable, 4537.50 MB loaded, 8201.48 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:22:54.238926 - [32m[INFO][0m [32mPrompt executed in 98.22 seconds[0m

2026-09-06T19:25:16.889808 - [32m[INFO][0m got prompt

2026-09-06T19:25:17.115000 - [MultiGPU Runtime] Using runtime device cuda:0 (comfy.sample.sample:GGUFModelPatcher)

2026-09-06T19:25:17.117000 - [32m[INFO][0m 0 models unloaded.

2026-09-06T19:25:17.394951 - [32m[INFO][0m Unloaded partially: 326.38 MB freed, 3045.81 MB remains loaded, 54.02 MB buffer reserved, lowvram patches: 0

2026-09-06T19:25:17.462293 - [32m[INFO][0m loaded partially; 4604.12 MB usable, 4454.37 MB loaded, 8284.61 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:25:25.344705 - [32m[INFO][0m loaded completely; 3456.59 MB usable, 3372.20 MB loaded, full load: True

2026-09-06T19:25:25.430986 - [32m[INFO][0m loaded partially; 4538.77 MB usable, 4389.78 MB loaded, 8349.20 MB offloaded, 147.69 MB buffer reserved, lowvram patches: 0

2026-09-06T19:26:56.738760 - [32m[INFO][0m [32mPrompt executed in 99.71 seconds[0m

2026-09-06T19:33:28.783467 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe-lightbox.esm.min.js2026-09-06T19:33:28.783467 -

2026-09-06T19:33:29.115744 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe.min.css2026-09-06T19:33:29.115744 -

2026-09-06T19:33:29.195781 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/pickr.min.js2026-09-06T19:33:29.195781 -

2026-09-06T19:33:30.401027 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/classic.min.css2026-09-06T19:33:30.401027 -

2026-09-06T19:33:30.433863 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.css2026-09-06T19:33:30.433863 -

2026-09-06T19:33:30.438063 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/model-viewer.min.js2026-09-06T19:33:30.438063 -

2026-09-06T19:33:30.450303 - D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.min.js2026-09-06T19:33:30.450303 -

2026-09-06T19:33:35.151189 - SAM3D From Video JK node may not function correctly: [SAM3D Check] SAM3D node path not found. Please ensure that the ComfyUI-SAM3DBody node is installed.2026-09-06T19:33:35.151189 -

2026-09-06T19:33:36.322481 - Gemini API key is missing. Using default model list.2026-09-06T19:33:36.322481 -

2026-09-06T19:33:36.608050 - Gemini API key is missing. Using default model list.2026-09-06T19:33:36.608050 -

2026-09-06T19:33:40.650961 - [OllamaGemini] Ollama not available: HTTPConnectionPool(host='localhost', port=11434): Max retries exceeded with url: /api/tags (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x0000024670F55FD0>, 'Connection to localhost timed out. (connect timeout=2)'))2026-09-06T19:33:40.650961 -

2026-09-06T19:33:44.676497 - [OllamaGemini] Ollama not available: HTTPConnectionPool(host='localhost', port=11434): Max retries exceeded with url: /api/tags (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x0000024670F8E250>, 'Connection to localhost timed out. (connect timeout=2)'))2026-09-06T19:33:44.676497 -

2026-09-06T19:33:44.949736 - Gemini API key is missing. Using default image model list.2026-09-06T19:33:44.949736 -

2026-09-06T19:33:45.220954 - Gemini API key is missing. Using default image model list.2026-09-06T19:33:45.220954 -

2026-09-06T19:33:53.564045 - [VNCCS] list_characters: failed to list new character path 'D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\output\VNCCS\Characters': [WinError 3] 系统找不到指定的路径。: 'D:\\AI-about\\ComfyUI-aki-v1.6\\ComfyUI\\output\\VNCCS\\Characters'2026-09-06T19:33:53.564045 -

2026-09-06T19:33:53.579888 - [VNCCS] list_characters: failed to list new character path 'D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\output\VNCCS\Characters': [WinError 3] 系统找不到指定的路径。: 'D:\\AI-about\\ComfyUI-aki-v1.6\\ComfyUI\\output\\VNCCS\\Characters'2026-09-06T19:33:53.579888 -

2026-09-06T19:33:53.754338 - []2026-09-06T19:33:53.754338 -

2026-09-06T19:34:17.861237 - [KikoTools] Embeddings endpoint called2026-09-06T19:34:17.861237 -

2026-09-06T19:34:17.861237 - [KikoTools] Found 7 embedding files2026-09-06T19:34:17.861237 -

2026-09-06T19:34:17.861237 - [KikoTools] Sample embedding: {'file_name': 'EasyNegative', 'model_name': 'EasyNegative', 'name': 'EasyNegative', 'path': 'EasyNegative'}2026-09-06T19:34:17.861237 -

2026-09-06T19:34:17.861237 - [KikoTools] Returning 7 embeddings with paths2026-09-06T19:34:17.861237 -

2026-09-06T19:34:18.002611 - [KikoTools] LoRA endpoint called2026-09-06T19:34:18.002611 -

2026-09-06T19:34:18.002611 - [KikoTools] Found 1662 LoRA files2026-09-06T19:34:18.002611 -

2026-09-06T19:34:18.010817 - [KikoTools] Returning 1662 LoRAs2026-09-06T19:34:18.011321 -

2026-09-06T19:35:41.925382 - [32m[INFO][0m [修改] 已更新工作流路径：krea2/0文生图-krea2AllInOneTextToImage_v10.json

2026-09-06T19:36:11.209792 - [32m[INFO][0m got prompt

2026-09-06T19:36:12.819431 - [MultiGPU Core Patching] text_encoder_device_patched returning device: cuda:0 (current_text_encoder_device=cuda:0)

2026-09-06T19:36:17.217823 - [32m[INFO][0m CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16

2026-09-06T19:36:18.060506 - [32m[INFO][0m Requested to load Krea2TEModel_

2026-09-06T19:36:19.674630 - [32m[INFO][0m Unloaded partially: 3372.20 MB freed, 0.00 MB remains loaded, 324.11 MB buffer reserved, lowvram patches: 0

2026-09-06T19:36:23.626314 - [32m[INFO][0m loaded completely; 9428.55 MB usable, 8464.46 MB loaded, full load: True

2026-09-06T19:36:24.243725 - [1m[31m[ERROR][0m !!! Exception during processing !!! Unexpected architecture type in GGUF file: 'krea2'

2026-09-06T19:36:24.246001 - [1m[31m[ERROR][0m Traceback (most recent call last):

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 545, in execute

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 344, in get_output_data

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-Lora-Manager\py\metadata_collector\metadata_hook.py", line 177, in async_map_node_over_list_with_metadata

results = await original_map_node_over_list(

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 318, in asyncmap_node_over_list

await process_inputs(input_dict, i)

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\execution.py", line 306, in process_inputs

result = f(**inputs)

^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-GGUF\nodes.py", line 169, in load_unet

sd, extra = gguf_sd_loader(unet_path)

^^^^^^^^^^^^^^^^^^^^^^^^^

File "D:\AI-about\ComfyUI-aki-v1.6\ComfyUI\custom_nodes\ComfyUI-GGUF\loader.py", line 110, in gguf_sd_loader

raise ValueError(f"Unexpected architecture type in GGUF file: {arch_str!r}")

ValueError: Unexpected architecture type in GGUF file: 'krea2'

2026-09-06T19:36:24.247068 - [32m[INFO][0m [32mPrompt executed in 13.03 seconds[0m

```

## Attached Workflow

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```

Workflow too large. Please manually upload the workflow from local file system.

```

## Additional Context

(Please add any additional context or steps to reproduce the error here)

huangzz1234705

Author

Sep 6, 2026

The reason the GGUF loader node doesn't work with Krea-2 in the current ComfyUI version is that the official ComfyUI-GGUF node hasn't added support for the Krea-2 architecture yet.

You have two options to fix this:

Option 1: Manually Modify the Loader

Edit line 12 in ...\ComfyUI\custom_nodes\ComfyUI-GGUF\loader.py (IMG_ARCH_LIST) and add "krea2" to the list:

python

IMG_ARCH_LIST = {"flux", "sd1", "sdxl", "sd3", "aura", "hidream", "cosmos", "ltxv", "hyvid", "wan", "lumina2", "qwen_image", "krea2"}

The system maintains this list to validate architectures during loading. If arch_str is not in IMG_ARCH_LIST, the loader will throw an "Unexpected architecture type" error.

Option 2: Install a Third-Party Node

Alternatively, you can download a third-party node that already includes Krea-2 support:

RealRebelAI/ComfyUI-GGUF_KREA-2: https://github.com/RealRebelAI/ComfyUI-GGUF_KREA-2[reference:5]

molbal/ComfyUI-GGUF (a maintained fork): https://github.com/molbal/ComfyUI-GGUF[reference:7]

Both forks explicitly add Krea-2 support to the UNet loader. The molbal fork also supports Ideogram 4 GGUFs and is actively maintained.

Checkpoint

Krea 2

by huangzz1234705

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