Faster Whisper variant of Crisper Whisper: This CTranslate2 package was not compiled with CUDA support

[MatBar99]

Hi, I try to install CrisperWhisper using its faster-whisper variant.
CUDA = 12.4.0
ctranslate2==4.6.0
faster-whisper=1.1.1
torch==2.5.1+cu124.post3
torchaudio==2.5.1
torchvision==0.20.1+cu124torch251

I am using virtualenv for Python 3.11.5

This is the error I get:

 self.model = ctranslate2.models.Whisper(
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
ValueError: This CTranslate2 package was not compiled with CUDA support

Code I'm using:

from faster_whisper import WhisperModel
from datasets import load_dataset
import torch
faster_whisper_model = 'nyrahealth/faster_CrisperWhisper'

# Initialize the Whisper model

device = "cuda" if torch.cuda.is_available() else "cpu"
torch_dtype = "float16" if torch.cuda.is_available() else "float32"
model = WhisperModel(faster_whisper_model, device=device, compute_type=torch_dtype)
dataset = load_dataset("distil-whisper/librispeech_long", "clean", split="validation")
sample = dataset[0]["audio"]

segments, info = model.transcribe(sample['array'], beam_size=1, language='en', word_timestamps = True, without_timestamps= True)

for segment in segments:
    print(segment)

Thanks in advance