RuntimeError: CUDA Setup failed despite GPU being available. Please run the following command to get more information: python -m bitsandbytes Inspect the output of the command and see if you can locate CUDA libraries. You might need to add them to your LD_LIBRARY_PATH. If you suspect a bug, please take the information from python -m bitsandbytes and open an issue at: https://github.com/TimDettmers/bitsandbytes/issues

[senzawapoi]

System Info

windows10 python:3.10.7 cuda:12.4 pytorch:2.4.0+cu124

Reproduction

C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\matplotlib\projections_init_.py:63: UserWarning: Unable to import Axes3D. This may be due to multiple versions of Matplotlib being installed (e.g. as a system package and as a pip package). As a result, the 3D projection is not available.
warnings.warn("Unable to import Axes3D. This may be due to multiple versions of "
bin C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\libbitsandbytes_cuda124.dll
False

===================================BUG REPORT===================================
C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\cuda_setup\main.py:174: UserWarning: Welcome to bitsandbytes. For bug reports, please run

python -m bitsandbytes

warn(msg)

CUDA SETUP: PyTorch settings found: CUDA_VERSION=124, Highest Compute Capability: 7.5.
CUDA SETUP: To manually override the PyTorch CUDA version please see:https://github.com/TimDettmers/bitsandbytes/blob/main/how_to_use_nonpytorch_cuda.md
CUDA SETUP: Required library version not found: libbitsandbytes_cuda124.dll. Maybe you need to compile it from source?
CUDA SETUP: Defaulting to libbitsandbytes_cpu.dll...

================================================ERROR=====================================
CUDA SETUP: CUDA detection failed! Possible reasons:

1. You need to manually override the PyTorch CUDA version. Please see: "https://github.com/TimDettmers/bitsandbytes/blob/main/how_to_use_nonpytorch_cuda.md
2. CUDA driver not installed
3. CUDA not installed
4. You have multiple conflicting CUDA libraries
5. Required library not pre-compiled for this bitsandbytes release!
   CUDA SETUP: If you compiled from source, try again with make CUDA_VERSION=DETECTED_CUDA_VERSION for example, make CUDA_VERSION=113.
   CUDA SETUP: The CUDA version for the compile might depend on your conda install. Inspect CUDA version via conda list | grep cuda.
   ================================================================================

CUDA SETUP: Something unexpected happened. Please compile from source:
git clone https://github.com/TimDettmers/bitsandbytes.git
cd bitsandbytes
CUDA_VERSION=124
python setup.py install
CUDA SETUP: Setup Failed!
Traceback (most recent call last):
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\webui.py", line 13, in
initialize.imports()
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\modules\initialize.py", line 26, in imports
from modules import paths, timer, import_hook, errors # noqa: F401
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\modules\paths.py", line 60, in
import sgm # noqa: F401
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\repositories\generative-models\sgm_init_.py", line 1, in
from .models import AutoencodingEngine, DiffusionEngine
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\repositories\generative-models\sgm\models_init_.py", line 1, in
from .autoencoder import AutoencodingEngine
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\repositories\generative-models\sgm\models\autoencoder.py", line 12, in
from ..modules.diffusionmodules.model import Decoder, Encoder
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\repositories\generative-models\sgm\modules_init_.py", line 1, in
from .encoders.modules import GeneralConditioner
File "C:\Users\DELL\Desktop\stable-diffusion-webui\stable-diffusion-webui\repositories\generative-models\sgm\modules\encoders\modules.py", line 5, in
import kornia
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\kornia_init_.py", line 11, in
from . import augmentation, color, contrib, core, enhance, feature, io, losses, metrics, morphology, tracking, utils, x
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\kornia\x_init_.py", line 2, in
from .trainer import Trainer
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\kornia\x\trainer.py", line 11, in
from accelerate import Accelerator
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\accelerate_init_.py", line 3, in
from .accelerator import Accelerator
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\accelerate\accelerator.py", line 35, in
from .checkpointing import load_accelerator_state, load_custom_state, save_accelerator_state, save_custom_state
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\accelerate\checkpointing.py", line 24, in
from .utils import (
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\accelerate\utils_init_.py", line 131, in
from .bnb import has_4bit_bnb_layers, load_and_quantize_model
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\accelerate\utils\bnb.py", line 42, in
import bitsandbytes as bnb
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes_init_.py", line 6, in
from . import cuda_setup, utils, research
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\research_init_.py", line 1, in
from . import nn
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\research\nn_init_.py", line 1, in
from .modules import LinearFP8Mixed, LinearFP8Global
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\research\nn\modules.py", line 8, in
from bitsandbytes.optim import GlobalOptimManager
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\optim_init_.py", line 6, in
from bitsandbytes.cextension import COMPILED_WITH_CUDA
File "C:\Users\DELL\AppData\Roaming\Python\Python310\site-packages\bitsandbytes\cextension.py", line 20, in
raise RuntimeError('''
RuntimeError:
CUDA Setup failed despite GPU being available. Please run the following command to get more information:

    python -m bitsandbytes

    Inspect the output of the command and see if you can locate CUDA libraries. You might need to add them
    to your LD_LIBRARY_PATH. If you suspect a bug, please take the information from python -m bitsandbytes
    and open an issue at: https://github.com/TimDettmers/bitsandbytes/issues

Expected behavior

When I run stable-diffusion-webui, the following error occurs. Can anyone help me solve it? Thank you