Open TurningTide opened 6 months ago
I don't see any obvious problem in your node settings at first glance. It should work. Your stage_c result is not normal.
One thing that come to my mind, which Python version are you running? I ask because I had problems using python3.12 with pytorch some time ago:
Currently, PyTorch on Windows only supports Python 3.8-3.11; Python 2.x is not supported.
Please copy paste all your comfyui terminal from a fresh start, to see all the outputs.
Try downloading a fresh standalone package and try it with that.
One thing that come to my mind, which Python version are you running?
3.11.8. SD1.5 and SDXL work fine.
Please copy paste all your comfyui terminal from a fresh start, to see all the outputs.
E:\_AI\ComfyUI>python.exe -s main.py Total VRAM 24563 MB, total RAM 49084 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA GeForce RTX 4090 : cudaMallocAsync VAE dtype: torch.bfloat16 Using pytorch cross attention Starting server
To see the GUI go to: http://127.0.0.1:8188 got prompt model_type STABLE_CASCADE adm 0 Missing VAE keys ['encoder.mean', 'encoder.std'] clip missing: ['clip_g.logit_scale'] left over keys: dict_keys(['clip_l_vision.vision_model.embeddings.class_embedding', 'clip_l_vision.vision_model.embeddings.patch_embedding.weight', 'clip_l_vision.vision_model.embeddings.position_embedding.weight', 'clip_l_vision.vision_model.embeddings.position_ids', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm1.bias', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm1.weight', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm2.bias', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm2.weight', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc1.bias', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc1.weight', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc2.bias', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc2.weight', 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'clip_l_vision.vision_model.encoder.layers.9.self_attn.out_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.out_proj.weight', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.q_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.q_proj.weight', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.v_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.v_proj.weight', 'clip_l_vision.vision_model.post_layernorm.bias', 'clip_l_vision.vision_model.post_layernorm.weight', 'clip_l_vision.vision_model.pre_layrnorm.bias', 'clip_l_vision.vision_model.pre_layrnorm.weight', 'clip_l_vision.visual_projection.weight']) Requested to load StableCascadeClipModel Loading 1 new model Requested to load StableCascade_C Loading 1 new model 100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 7.52it/s] Requested to load StageC_coder Loading 1 new model model_type STABLE_CASCADE adm 0 clip missing: ['clip_g.logit_scale'] Requested to load StableCascade_B Loading 1 new model 100%|██████████████████████████████████████████████████████████████████████████████████| 10/10 [00:02<00:00, 3.76it/s] Requested to load StageA Loading 1 new model Prompt executed in 29.48 seconds
> Try downloading a fresh standalone package and try it with that.
Same results. Here's console output:
E:_AI\ComfyUI_standalone>.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build Total VRAM 24563 MB, total RAM 49084 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA GeForce RTX 4090 : cudaMallocAsync VAE dtype: torch.bfloat16 Using pytorch cross attention ** User settings have been changed to be stored on the server instead of browser storage. ** ** For multi-user setups add the --multi-user CLI argument to enable multiple user profiles. ** Starting server
To see the GUI go to: http://127.0.0.1:8188 got prompt model_type STABLE_CASCADE adm 0 Missing VAE keys ['encoder.mean', 'encoder.std'] clip missing: ['clip_g.logit_scale'] left over keys: dict_keys(['clip_l_vision.vision_model.embeddings.class_embedding', 'clip_l_vision.vision_model.embeddings.patch_embedding.weight', 'clip_l_vision.vision_model.embeddings.position_embedding.weight', 'clip_l_vision.vision_model.embeddings.position_ids', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm1.bias', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm1.weight', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm2.bias', 'clip_l_vision.vision_model.encoder.layers.0.layer_norm2.weight', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc1.bias', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc1.weight', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc2.bias', 'clip_l_vision.vision_model.encoder.layers.0.mlp.fc2.weight', 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'clip_l_vision.vision_model.encoder.layers.9.self_attn.out_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.out_proj.weight', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.q_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.q_proj.weight', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.v_proj.bias', 'clip_l_vision.vision_model.encoder.layers.9.self_attn.v_proj.weight', 'clip_l_vision.vision_model.post_layernorm.bias', 'clip_l_vision.vision_model.post_layernorm.weight', 'clip_l_vision.vision_model.pre_layrnorm.bias', 'clip_l_vision.vision_model.pre_layrnorm.weight', 'clip_l_vision.visual_projection.weight']) Requested to load StableCascadeClipModel Loading 1 new model E:_AI\ComfyUI_standalone\ComfyUI\comfy\ldm\modules\attention.py:344: UserWarning: 1Torch was not compiled with flash attention. (Triggered internally at ..\aten\src\ATen\native\transformers\cuda\sdp_utils.cpp:263.) out = torch.nn.functional.scaled_dot_product_attention(q, k, v, attn_mask=mask, dropout_p=0.0, is_causal=False) Requested to load StableCascade_C Loading 1 new model 100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [00:02<00:00, 8.23it/s] Requested to load StageC_coder Loading 1 new model model_type STABLE_CASCADE adm 0 clip missing: ['clip_g.logit_scale'] Requested to load StableCascade_B Loading 1 new model 100%|██████████████████████████████████████████████████████████████████████████████████| 10/10 [00:02<00:00, 4.35it/s] Requested to load StageA Loading 1 new model Prompt executed in 28.90 seconds
![image](https://github.com/comfyanonymous/ComfyUI/assets/9952059/91dfa6ca-3980-4201-930d-602cf9c86482)
by the way, `Stability-AI/StableCascade` works pretty well but slow
Does anyone else have this issue? If not it might be a hardware/driver issue.
Does anyone else have this issue? If not it might be a hardware/driver issue.
Interestingly, yesterday I installed a fresh copy of Windows, while previously I had ComfyUI installed with experimental Cascade nodes - everything was working fine. After reinstalling the OS and ComfyUI, everything lost :. Only thing changed in hw - new ssd sata drive. Nvidia Driver version - 551.61 Game Ready.
any other sd model works without problems
Did you try lite models?
Did you try lite models?
Yep, every cascade model from the official repository that is outside the comfyui_checkpoints directory throws an error. Like
got prompt
ERROR:root:!!! Exception during processing !!!
ERROR:root:Traceback (most recent call last):
File "E:\_AI\ComfyUI\execution.py", line 152, in recursive_execute
output_data, output_ui = get_output_data(obj, input_data_all)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\execution.py", line 82, in get_output_data
return_values = map_node_over_list(obj, input_data_all, obj.FUNCTION, allow_interrupt=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\execution.py", line 75, in map_node_over_list
results.append(getattr(obj, func)(**slice_dict(input_data_all, i)))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\nodes.py", line 540, in load_checkpoint
out = comfy.sd.load_checkpoint_guess_config(ckpt_path, output_vae=True, output_clip=True, embedding_directory=folder_paths.get_folder_paths("embeddings"))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\comfy\sd.py", line 506, in load_checkpoint_guess_config
model_config = model_detection.model_config_from_unet(sd, "model.diffusion_model.")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\comfy\model_detection.py", line 191, in model_config_from_unet
unet_config = detect_unet_config(state_dict, unet_key_prefix)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\_AI\ComfyUI\comfy\model_detection.py", line 77, in detect_unet_config
model_channels = state_dict['{}input_blocks.0.0.weight'.format(key_prefix)].shape[0]
~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
KeyError: 'model.diffusion_model.input_blocks.0.0.weight'
Webui Forge + https://github.com/benjamin-bertram/sdweb-easy-stablecascade-diffusers = works
.
So, Stability-AI/StableCascade
, lllyasviel/stable-diffusion-webui-forge
and ComfyUI
- all were launched without a venv using a global instance of Python (3.11.8, Torch 2.1.2, CUDA 12.1). However, only ComfyUI refuses to yield the expected results.
I managed to run Cascade by loading bf16 models through separate UNET, CLIP, and VAE nodes.
This way there are no any warnings in console
got prompt
model_type STABLE_CASCADE
adm 0
Requested to load StableCascadeClipModel
Loading 1 new model
model_type STABLE_CASCADE
adm 0
Requested to load StableCascade_C
Loading 1 new model
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Requested to load StableCascade_B
Loading 1 new model
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Requested to load StageA
Loading 1 new model
Prompt executed in 17.33 seconds
It's possible that there is something wrong with the special comfyui models?
Right from example:
No errors in console, just single warning
clip missing: ['clip_g.logit_scale']
.ComfyUI latest version. Windows 11, Torch 2.1.2, CUDA 12.1, RTX 4x GPU.
delete your negative prompt and give it a shot again
delete your negative prompt and give it a shot again
nope. as you can see in my previous comment, there is a negative prompt and still great result
I also run into model.diffusion_model.input_blocks.0.0.weight
error on revision b7b55931 with lite bf16 models. Happens at loading model b
Python 3.11.8 (from bat console output)
Nvidia gtx 960/2, driver 536.23
Any other info needed?
same error here!
Same error here.
Same error here
这里同样的错误
Same error here!!! Error occurred when executing unCLIPCheckpointLoader: model.diffusion_model.input_blocks.0.0.weight
use image prompt by cascade: https://github.com/ZHO-ZHO-ZHO/ComfyUI-Workflows-ZHO/blob/main/Stable%20Cascade%20ImagePrompt%20Standard%E3%80%90Zho%E3%80%91.json
did u fix it?I have the same error in both cascade and FLUX
Right from example:
No errors in console, just single warning
clip missing: ['clip_g.logit_scale']
.ComfyUI latest version. Windows 11, Torch 2.1.2, CUDA 12.1, RTX 4x GPU.