[Bug]: SVD failure

[Daniel23stack]

Checklist

• [X] The issue exists after disabling all extensions
• [X] The issue exists on a clean installation of webui
• [X] The issue is caused by an extension, but I believe it is caused by a bug in the webui
• [X] The issue exists in the current version of the webui
• [X] The issue has not been reported before recently
• [X] The issue has been reported before but has not been fixed yet

What happened?

The SVD tab consistently generates this error on a fresh install. I have downloaded the SVD : https://civitai.com/models/207992?modelVersionId=329995 I have included a stack trace: This may be the fix but I am unsure: https://stackoverflow.com/questions/19929626/init-missing-1-required-positional-argument

Steps to reproduce the problem

Install the current branch, Have the SVD model in the SVD model folder. Put in an image, push generate.

What should have happened?

Should have gotten an output.

What browsers do you use to access the UI ?

Mozilla Firefox

Sysinfo

sysinfo-2024-08-21-02-51.json

Console logs

`Traceback (most recent call last):
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\routes.py", line 488, in run_predict
    output = await app.get_blocks().process_api(
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\blocks.py", line 1431, in process_api
    result = await self.call_function(
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\blocks.py", line 1103, in call_function
    prediction = await anyio.to_thread.run_sync(
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\to_thread.py", line 33, in run_sync
    return await get_asynclib().run_sync_in_worker_thread(
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 877, in run_sync_in_worker_thread
    return await future
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 807, in run
    result = context.run(func, *args)
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\utils.py", line 707, in wrapper
    response = f(*args, **kwargs)
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "G:\Image_AI\stable-diffusion-webui-reForge\extensions-builtin\sd_forge_svd\scripts\forge_svd.py", line 50, in predict
    output_latent = opKSampler.sample(model, sampling_seed, sampling_steps, sampling_cfg,
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\contrib\external.py", line 1379, in sample
    return common_ksampler(model, seed, steps, cfg, sampler_name, scheduler, positive, negative, latent_image, denoise=denoise)
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\contrib\external.py", line 1349, in common_ksampler
    samples = ldm_patched.modules.sample.sample(model, noise, steps, cfg, sampler_name, scheduler, positive, negative, latent_image,
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\sample.py", line 104, in sample
    samples = sampler.sample(noise, positive_copy, negative_copy, cfg=cfg, latent_image=latent_image, start_step=start_step, last_step=last_step, force_full_denoise=force_full_denoise, denoise_mask=noise_mask, sigmas=sigmas, callback=callback, disable_pbar=disable_pbar, seed=seed)
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 825, in sample
    return sample(self.model, noise, positive, negative, cfg, self.device, sampler, sigmas, self.model_options, latent_image=latent_image, denoise_mask=denoise_mask, callback=callback, disable_pbar=disable_pbar, seed=seed)
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 719, in sample
    samples = sampler.sample(model_wrap, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar)
  File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 637, in sample
    model_k = KSamplerX0Inpaint(model_wrap)
TypeError: KSamplerX0Inpaint.__init__() missing 1 required positional argument: 'sigmas'`

Additional information

No response

[Daniel23stack]

Taking a further look into it. File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 637, in sample model_k = KSamplerX0Inpaint(model_wrap) I changed the line so that sigmas would pass as expected. However I recieved the following error:

File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\routes.py", line 488, in run_predict output = await app.get_blocks().process_api( File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\blocks.py", line 1431, in process_api result = await self.call_function( File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\blocks.py", line 1103, in call_function prediction = await anyio.to_thread.run_sync( File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\to_thread.py", line 33, in run_sync return await get_asynclib().run_sync_in_worker_thread( File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 877, in run_sync_in_worker_thread return await future File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 807, in run result = context.run(func, *args) File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\gradio\utils.py", line 707, in wrapper response = f(*args, **kwargs) File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context return func(*args, **kwargs) File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context return func(*args, **kwargs) File "G:\Image_AI\stable-diffusion-webui-reForge\extensions-builtin\sd_forge_svd\scripts\forge_svd.py", line 50, in predict output_latent = opKSampler.sample(model, sampling_seed, sampling_steps, sampling_cfg, File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\contrib\external.py", line 1379, in sample return common_ksampler(model, seed, steps, cfg, sampler_name, scheduler, positive, negative, latent_image, denoise=denoise) File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\contrib\external.py", line 1349, in common_ksampler samples = ldm_patched.modules.sample.sample(model, noise, steps, cfg, sampler_name, scheduler, positive, negative, latent_image, File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\sample.py", line 104, in sample samples = sampler.sample(noise, positive_copy, negative_copy, cfg=cfg, latent_image=latent_image, start_step=start_step, last_step=last_step, force_full_denoise=force_full_denoise, denoise_mask=noise_mask, sigmas=sigmas, callback=callback, disable_pbar=disable_pbar, seed=seed) File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 826, in sample return sample(self.model, noise, positive, negative, cfg, self.device, sampler, sigmas, self.model_options, latent_image=latent_image, denoise_mask=denoise_mask, callback=callback, disable_pbar=disable_pbar, seed=seed) File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 720, in sample samples = sampler.sample(model_wrap, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar) File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\modules\samplers.py", line 659, in sample samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, **self.extra_options) File "G:\Image_AI\stable-diffusion-webui-reForge\venv\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context return func(*args, **kwargs) File "G:\Image_AI\stable-diffusion-webui-reForge\ldm_patched\k_diffusion\sampling.py", line 452, in sample_dpm_2_ancestral sigma_down, sigma_up = get_ancestral_step(sigmas[i], sigmas[i + 1], eta=eta) TypeError: KSamplerX0Inpaint.__call__() got an unexpected keyword argument 'cond'

[tERB00]

I've got the same issue.

p.s. I believe there is a typo - should be SVD, not SVG?

[Daniel23stack]

You are correct I have updated the issue.

[Kemahudson]

Having the same problem here as well.

[jlxsolutions]

this fork seems to have fixed sampler.py and sd_samplers_cfg_denoiser.py at least partially some samplers say missing "eta" https://github.com/Panchovix/stable-diffusion-webui-reForge/commit/e28637e5a0104da09509956aa3bdf25ca327123f at least i am not erroring out so far.