XTTS Coqui Not work on Google Colab

[PrinzPersia]

Hello. So, about a month ago, this method always worked well with XTTS V2 Coqui in Google Colab:

%cd /content
!pip install TTS==0.21.1
!git clone -b dev https://github.com/camenduru/xtts2-hf
%cd /content/xtts2-hf
!pip install -q gradio==3.50.2 TTS==0.21.1 langid unidic-lite unidic deepspeed
!pip install -q numpy==1.26.0
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/female.wav -O /content/xtts2-hf/examples/female.wav
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/male.wav -O /content/xtts2-hf/examples/male.wav
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/ffmpeg.zip -O /content/xtts2-hf/ffmpeg.zip
!python app.py

But recently, it stopped working, and I get this error message:
`/content
Found existing installation: torch 2.6.0
Uninstalling torch-2.6.0:
Successfully uninstalled torch-2.6.0
Found existing installation: torchvision 0.15.2+cu118
Uninstalling torchvision-0.15.2+cu118:
Successfully uninstalled torchvision-0.15.2+cu118
Found existing installation: torchaudio 2.6.0
Uninstalling torchaudio-2.6.0:
Successfully uninstalled torchaudio-2.6.0
Looking in indexes: https://download.pytorch.org/whl/cu118
Collecting torch==2.5.1
Downloading https://download.pytorch.org/whl/cu118/torch-2.5.1%2Bcu118-cp311-cp311-linux_x86_64.whl (838.4 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 838.4/838.4 MB 851.6 kB/s eta 0:00:00
Collecting torchvision
Using cached https://download.pytorch.org/whl/cu118/torchvision-0.21.0%2Bcu118-cp311-cp311-linux_x86_64.whl.metadata (6.1 kB)
Collecting torchaudio
Using cached https://download.pytorch.org/whl/cu118/torchaudio-2.6.0%2Bcu118-cp311-cp311-linux_x86_64.whl.metadata (6.6 kB)
Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (3.17.0)
Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (4.12.2)
Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (2.8.8)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (3.1.5)
Requirement already satisfied: fsspec in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (2024.10.0)
Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.8.89 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.8.89)
Requirement already satisfied: nvidia-cuda-runtime-cu11==11.8.89 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.8.89)
Requirement already satisfied: nvidia-cuda-cupti-cu11==11.8.87 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.8.87)
Requirement already satisfied: nvidia-cudnn-cu11==9.1.0.70 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (9.1.0.70)
Requirement already satisfied: nvidia-cublas-cu11==11.11.3.6 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.11.3.6)
Requirement already satisfied: nvidia-cufft-cu11==10.9.0.58 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (10.9.0.58)
Requirement already satisfied: nvidia-curand-cu11==10.3.0.86 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (10.3.0.86)
Requirement already satisfied: nvidia-cusolver-cu11==11.4.1.48 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.4.1.48)
Requirement already satisfied: nvidia-cusparse-cu11==11.7.5.86 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.7.5.86)
Requirement already satisfied: nvidia-nccl-cu11==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (2.21.5)
Requirement already satisfied: nvidia-nvtx-cu11==11.8.86 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (11.8.86)
Collecting triton==3.1.0 (from torch==2.5.1)
Downloading https://download.pytorch.org/whl/triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (209.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 209.5/209.5 MB 6.0 MB/s eta 0:00:00
Requirement already satisfied: sympy==1.13.1 in /usr/local/lib/python3.11/dist-packages (from torch==2.5.1) (1.13.1)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch==2.5.1) (1.3.0)
Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (from torchvision) (1.26.0)
INFO: pip is looking at multiple versions of torchvision to determine which version is compatible with other requirements. This could take a while.
Collecting torchvision
Downloading https://download.pytorch.org/whl/cu118/torchvision-0.20.1%2Bcu118-cp311-cp311-linux_x86_64.whl (6.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.5/6.5 MB 93.9 MB/s eta 0:00:00
Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.11/dist-packages (from torchvision) (10.4.0)
INFO: pip is looking at multiple versions of torchaudio to determine which version is compatible with other requirements. This could take a while.
Collecting torchaudio
Downloading https://download.pytorch.org/whl/cu118/torchaudio-2.5.1%2Bcu118-cp311-cp311-linux_x86_64.whl (3.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.3/3.3 MB 91.8 MB/s eta 0:00:00
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2->torch==2.5.1) (2.1.5)
Installing collected packages: triton, torch, torchvision, torchaudio
Attempting uninstall: triton
Found existing installation: triton 3.2.0
Uninstalling triton-3.2.0:
Successfully uninstalled triton-3.2.0
Successfully installed torch-2.5.1+cu118 torchaudio-2.5.1+cu118 torchvision-0.20.1+cu118 triton-3.1.0
Requirement already satisfied: TTS==0.21.1 in /usr/local/lib/python3.11/dist-packages (0.21.1)
Requirement already satisfied: cython>=0.29.30 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (3.0.12)
Requirement already satisfied: scipy>=1.11.2 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (1.13.1)
Requirement already satisfied: torch>=2.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (2.5.1+cu118)
Requirement already satisfied: torchaudio in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (2.5.1+cu118)
Requirement already satisfied: soundfile>=0.12.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.13.1)
Requirement already satisfied: librosa>=0.10.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.10.2.post1)
Requirement already satisfied: scikit-learn>=1.3.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (1.6.1)
Requirement already satisfied: inflect>=5.6.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (7.5.0)
Requirement already satisfied: tqdm>=4.64.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (4.67.1)
Requirement already satisfied: anyascii>=0.3.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.3.2)
Requirement already satisfied: pyyaml>=6.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (6.0.2)
Requirement already satisfied: fsspec>=2023.6.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (2024.10.0)
Requirement already satisfied: aiohttp>=3.8.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (3.11.12)
Requirement already satisfied: packaging>=23.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (24.2)
Requirement already satisfied: flask>=2.0.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (3.1.0)
Requirement already satisfied: pysbd>=0.3.4 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.3.4)
Requirement already satisfied: umap-learn>=0.5.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.5.7)
Requirement already satisfied: pandas<2.0,>=1.4 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (1.5.3)
Requirement already satisfied: matplotlib>=3.7.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (3.10.0)
Requirement already satisfied: trainer>=0.0.32 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.0.36)
Requirement already satisfied: coqpit>=0.0.16 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.0.17)
Requirement already satisfied: jieba in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.42.1)
Requirement already satisfied: pypinyin in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.53.0)
Requirement already satisfied: hangul-romanize in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.1.0)
Requirement already satisfied: gruut==2.2.3 in /usr/local/lib/python3.11/dist-packages (from gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.2.3)
Requirement already satisfied: jamo in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.4.1)
Requirement already satisfied: nltk in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (3.9.1)
Requirement already satisfied: g2pkk>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.1.2)
Requirement already satisfied: bangla in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.0.2)
Requirement already satisfied: bnnumerizer in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.0.2)
Requirement already satisfied: bnunicodenormalizer in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.1.7)
Requirement already satisfied: einops>=0.6.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.8.1)
Requirement already satisfied: transformers>=4.33.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (4.48.3)
Requirement already satisfied: encodec>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.1.1)
Requirement already satisfied: unidecode>=1.3.2 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (1.3.8)
Requirement already satisfied: num2words in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.5.14)
Requirement already satisfied: spacy>=3 in /usr/local/lib/python3.11/dist-packages (from spacy[ja]>=3->TTS==0.21.1) (3.7.5)
Requirement already satisfied: numpy>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (1.26.0)
Requirement already satisfied: numba>=0.57.0 in /usr/local/lib/python3.11/dist-packages (from TTS==0.21.1) (0.61.0)
Requirement already satisfied: Babel<3.0.0,>=2.8.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.17.0)
Requirement already satisfied: dateparser~=1.1.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (1.1.8)
Requirement already satisfied: gruut-ipa<1.0,>=0.12.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (0.13.0)
Requirement already satisfied: gruut-lang-en~=2.0.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.0.1)
Requirement already satisfied: jsonlines~=1.2.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (1.2.0)
Requirement already satisfied: networkx<3.0.0,>=2.5.0 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.8.8)
Requirement already satisfied: python-crfsuite~=0.9.7 in /usr/local/lib/python3.11/dist-packages (from gruut==2.2.3->gruut[de,es,fr]==2.2.3->TTS==0.21.1) (0.9.11)
Requirement already satisfied: gruut-lang-de~=2.0.0 in /usr/local/lib/python3.11/dist-packages (from gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.0.1)
Requirement already satisfied: gruut-lang-es~=2.0.0 in /usr/local/lib/python3.11/dist-packages (from gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.0.1)
Requirement already satisfied: gruut-lang-fr~=2.0.0 in /usr/local/lib/python3.11/dist-packages (from gruut[de,es,fr]==2.2.3->TTS==0.21.1) (2.0.2)
Requirement already satisfied: aiohappyeyeballs>=2.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (2.4.6)
Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (1.3.2)
Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (25.1.0)
Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (1.5.0)
Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (6.1.0)
Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (0.3.0)
Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp>=3.8.1->TTS==0.21.1) (1.18.3)
Requirement already satisfied: Werkzeug>=3.1 in /usr/local/lib/python3.11/dist-packages (from flask>=2.0.1->TTS==0.21.1) (3.1.3)
Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from flask>=2.0.1->TTS==0.21.1) (3.1.5)
Requirement already satisfied: itsdangerous>=2.2 in /usr/local/lib/python3.11/dist-packages (from flask>=2.0.1->TTS==0.21.1) (2.2.0)
Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from flask>=2.0.1->TTS==0.21.1) (8.1.8)
Requirement already satisfied: blinker>=1.9 in /usr/local/lib/python3.11/dist-packages (from flask>=2.0.1->TTS==0.21.1) (1.9.0)
Requirement already satisfied: more_itertools>=8.5.0 in /usr/local/lib/python3.11/dist-packages (from inflect>=5.6.0->TTS==0.21.1) (10.6.0)
Requirement already satisfied: typeguard>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from inflect>=5.6.0->TTS==0.21.1) (4.4.2)
Requirement already satisfied: audioread>=2.1.9 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (3.0.1)
Requirement already satisfied: joblib>=0.14 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (1.4.2)
Requirement already satisfied: decorator>=4.3.0 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (4.4.2)
Requirement already satisfied: pooch>=1.1 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (1.8.2)
Requirement already satisfied: soxr>=0.3.2 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (0.5.0.post1)
Requirement already satisfied: typing-extensions>=4.1.1 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (4.12.2)
Requirement already satisfied: lazy-loader>=0.1 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (0.4)
Requirement already satisfied: msgpack>=1.0 in /usr/local/lib/python3.11/dist-packages (from librosa>=0.10.0->TTS==0.21.1) (1.1.0)
Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.7.0->TTS==0.21.1) (1.3.1)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.7.0->TTS==0.21.1) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.7.0->TTS==0.21.1) (4.56.0)
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Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (1.0.5)
Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (1.0.12)
Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (2.0.11)
Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (3.0.9)
Requirement already satisfied: thinc<8.3.0,>=8.2.2 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (8.2.5)
Requirement already satisfied: wasabi<1.2.0,>=0.9.1 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (0.10.1)
Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (2.5.1)
Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (2.0.10)
Requirement already satisfied: weasel<0.5.0,>=0.1.0 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (0.4.1)
Requirement already satisfied: typer<1.0.0,>=0.3.0 in /usr/local/lib/python3.11/dist-packages (from spacy>=3->spacy[ja]>=3->TTS==0.21.1) (0.15.1)
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fatal: destination path 'xtts2-hf' already exists and is not an empty directory.
/content/xtts2-hf
--2025-02-27 17:14:29-- https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/female.wav
Resolving huggingface.co (huggingface.co)... 18.239.50.80, 18.239.50.16, 18.239.50.103, ...
Connecting to huggingface.co (huggingface.co)|18.239.50.80|:443... connected.
HTTP request sent, awaiting response... 302 Found
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--2025-02-27 17:14:29-- https://cdn-lfs.hf.co/repos/bd/5e/bd5ecae45b2f960165edfb7226a6279b724e75e0e86e0464280540e828128cb9/89a4fa9a16b6463f852cf9424f72c3d3c87aa83010e89db534c53fcd1ae12c02?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27female.wav%3B+filename%3D%22female.wav%22%3B&response-content-type=audio%2Fwave&Expires=1740680069&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MDY4MDA2OX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9iZC81ZS9iZDVlY2FlNDViMmY5NjAxNjVlZGZiNzIyNmE2Mjc5YjcyNGU3NWUwZTg2ZTA0NjQyODA1NDBlODI4MTI4Y2I5Lzg5YTRmYTlhMTZiNjQ2M2Y4NTJjZjk0MjRmNzJjM2QzYzg3YWE4MzAxMGU4OWRiNTM0YzUzZmNkMWFlMTJjMDI%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qJnJlc3BvbnNlLWNvbnRlbnQtdHlwZT0qIn1dfQ__&Signature=PZQ-FGZ2I733KF4dZi2oKqAiwAn8bSjTC%7ECvEbORzuFtP8X%7EzoXohhRRT94%7EOYht5z4VfbLRppXMVGMhNiosQ0inlTIuMDRLKxvTNKit5d0llr-pEnQ5ilXiRTRmuqyv93BvGjDoEpWS0MbTt1UJ8TSt-lytFnQGj9gWQwy4KZxMs92cZ6uxOuE7td-HN1HcFh9shQ6P7lh3fXYmsVBXw9J0W4bQq-UCCCWNTND6STIjk2XVOeeX2ezsBklKTRe-Ksdj8oYy4F4aB5WAlNtQGj%7E1ov1EOLxYXZdyMMPWW-1tIQFE4AlwZfpROflkv67ob%7EKJ-4QeEX2Lu6lyeZlYYg__&Key-Pair-Id=K3RPWS32NSSJCE
Resolving cdn-lfs.hf.co (cdn-lfs.hf.co)... 18.65.39.31, 18.65.39.84, 18.65.39.123, ...
Connecting to cdn-lfs.hf.co (cdn-lfs.hf.co)|18.65.39.31|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 1002030 (979K) [audio/wave]
Saving to: ‘/content/xtts2-hf/examples/female.wav’

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2025-02-27 17:14:29 (39.1 MB/s) - ‘/content/xtts2-hf/examples/female.wav’ saved [1002030/1002030]

--2025-02-27 17:14:29-- https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/male.wav
Resolving huggingface.co (huggingface.co)... 18.239.50.49, 18.239.50.80, 18.239.50.16, ...
Connecting to huggingface.co (huggingface.co)|18.239.50.49|:443... connected.
HTTP request sent, awaiting response... 302 Found
Location: https://cdn-lfs.hf.co/repos/bd/5e/bd5ecae45b2f960165edfb7226a6279b724e75e0e86e0464280540e828128cb9/937c74afad004937e00d1687c68e02210e0c5d93ac072a7c8aeb9ab573517bb1?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27male.wav%3B+filename%3D%22male.wav%22%3B&response-content-type=audio%2Fwave&Expires=1740680069&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MDY4MDA2OX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9iZC81ZS9iZDVlY2FlNDViMmY5NjAxNjVlZGZiNzIyNmE2Mjc5YjcyNGU3NWUwZTg2ZTA0NjQyODA1NDBlODI4MTI4Y2I5LzkzN2M3NGFmYWQwMDQ5MzdlMDBkMTY4N2M2OGUwMjIxMGUwYzVkOTNhYzA3MmE3YzhhZWI5YWI1NzM1MTdiYjE%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qJnJlc3BvbnNlLWNvbnRlbnQtdHlwZT0qIn1dfQ__&Signature=lygPdAiAasVUUjtlrppYmM9cu2OJh3agA%7EzAsq7yFfTNG8DVLpSbuBjSiyneEMu%7ERDqJn2szk%7EB5AKJGiiJFLckug13IR5IVcqZing-9r-Pvh3%7EOQcfj%7EniJmRqPHSTW05LyTbkNu2rrHviikKKtEh1mkoTX1VSeXvQZu-qw58Xy3l5BPcSXQ3HDJG-Zkjz93ZrKhkcbzMt7rmvul1%7EEH35n53IQSXVgwTHJEeILCHpAJXWElgDP-GEpZAhgR3DMyJCO3LDaiVHncMSYqf7U%7E3bManuYxzSg5uH7l-6GetD8-KPiQCasW4JxB-N9P%7E01HiqYN-17Ij9%7EsDqy-I5NJQ__&Key-Pair-Id=K3RPWS32NSSJCE [following]
--2025-02-27 17:14:29-- https://cdn-lfs.hf.co/repos/bd/5e/bd5ecae45b2f960165edfb7226a6279b724e75e0e86e0464280540e828128cb9/937c74afad004937e00d1687c68e02210e0c5d93ac072a7c8aeb9ab573517bb1?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27male.wav%3B+filename%3D%22male.wav%22%3B&response-content-type=audio%2Fwave&Expires=1740680069&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MDY4MDA2OX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9iZC81ZS9iZDVlY2FlNDViMmY5NjAxNjVlZGZiNzIyNmE2Mjc5YjcyNGU3NWUwZTg2ZTA0NjQyODA1NDBlODI4MTI4Y2I5LzkzN2M3NGFmYWQwMDQ5MzdlMDBkMTY4N2M2OGUwMjIxMGUwYzVkOTNhYzA3MmE3YzhhZWI5YWI1NzM1MTdiYjE%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qJnJlc3BvbnNlLWNvbnRlbnQtdHlwZT0qIn1dfQ__&Signature=lygPdAiAasVUUjtlrppYmM9cu2OJh3agA%7EzAsq7yFfTNG8DVLpSbuBjSiyneEMu%7ERDqJn2szk%7EB5AKJGiiJFLckug13IR5IVcqZing-9r-Pvh3%7EOQcfj%7EniJmRqPHSTW05LyTbkNu2rrHviikKKtEh1mkoTX1VSeXvQZu-qw58Xy3l5BPcSXQ3HDJG-Zkjz93ZrKhkcbzMt7rmvul1%7EEH35n53IQSXVgwTHJEeILCHpAJXWElgDP-GEpZAhgR3DMyJCO3LDaiVHncMSYqf7U%7E3bManuYxzSg5uH7l-6GetD8-KPiQCasW4JxB-N9P%7E01HiqYN-17Ij9%7EsDqy-I5NJQ__&Key-Pair-Id=K3RPWS32NSSJCE
Resolving cdn-lfs.hf.co (cdn-lfs.hf.co)... 18.65.39.31, 18.65.39.84, 18.65.39.123, ...
Connecting to cdn-lfs.hf.co (cdn-lfs.hf.co)|18.65.39.31|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 762126 (744K) [audio/wave]
Saving to: ‘/content/xtts2-hf/examples/male.wav’

/content/xtts2-hf/e 100%[===================>] 744.26K --.-KB/s in 0.02s

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--2025-02-27 17:14:30-- https://huggingface.co/spaces/coqui/xtts/resolve/main/ffmpeg.zip
Resolving huggingface.co (huggingface.co)... 18.239.50.49, 18.239.50.80, 18.239.50.16, ...
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--2025-02-27 17:14:30-- https://cdn-lfs.hf.co/repos/bd/5e/bd5ecae45b2f960165edfb7226a6279b724e75e0e86e0464280540e828128cb9/6c04aa2958762686cf94a3bd1456b4738fd537d19bb0a9b622fc788a5e4ce723?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27ffmpeg.zip%3B+filename%3D%22ffmpeg.zip%22%3B&response-content-type=application%2Fzip&Expires=1740680070&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MDY4MDA3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9iZC81ZS9iZDVlY2FlNDViMmY5NjAxNjVlZGZiNzIyNmE2Mjc5YjcyNGU3NWUwZTg2ZTA0NjQyODA1NDBlODI4MTI4Y2I5LzZjMDRhYTI5NTg3NjI2ODZjZjk0YTNiZDE0NTZiNDczOGZkNTM3ZDE5YmIwYTliNjIyZmM3ODhhNWU0Y2U3MjM%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qJnJlc3BvbnNlLWNvbnRlbnQtdHlwZT0qIn1dfQ__&Signature=bBZFrbUqN4itfbmOUAduq1-R2SWIXuAjQqfWDYkCD3xXPcFrsTr9EfvCnquVf%7Ec3A9F6ZgcSfOIsUdF2bk3%7ENHUOvGLAjMbionggYdREo15y4tP2oe72VrvWsIlRHePYzsrVcwVRMZXVonfj5QHXCbT2hxwwtRJ3oReAG0VyOWjtvFoLfQhYSe2WnRvYeFBmZjDyfSjNBAJVxFIw9Q43zsfa8qqLWWFjXURI7M0fbyvfWrzzeOLzjU-Hlek8C-XWZ9Bz1vk6V8HfnsFoyUoe3yp9gyDPR%7E1aHF3NXPMeWmCrI7RgxBJcaUdeqoOOMR2Qdyi51XwHiZ5p0NAchAhsRw__&Key-Pair-Id=K3RPWS32NSSJCE
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download url: https://cotonoha-dic.s3-ap-northeast-1.amazonaws.com/unidic-3.1.0.zip
Dictionary version: 3.1.0+2021-08-31
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Downloaded UniDic v3.1.0+2021-08-31 to /usr/local/lib/python3.11/dist-packages/unidic/dicdir
2025-02-27 17:15:39.648539: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
E0000 00:00:1740676539.679933 6496 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
E0000 00:00:1740676539.691824 6496 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2025-02-27 17:15:39.735427: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
Export newer ffmpeg binary for denoise filter
Make ffmpeg binary executable
Downloading if not downloaded Coqui XTTS V2

tts_models/multilingual/multi-dataset/xtts_v2 is already downloaded.
XTTS downloaded
/usr/local/lib/python3.11/dist-packages/TTS/utils/io.py:54: FutureWarning: You are using torch.load with weights_only=False (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for weights_only will be flipped to True. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via torch.serialization.add_safe_globals. We recommend you start setting weights_only=True for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
return torch.load(f, map_location=map_location, **kwargs)
GPT2InferenceModel has generative capabilities, as prepare_inputs_for_generation is explicitly overwritten. However, it doesn't directly inherit from GenerationMixin. From 👉v4.50👈 onwards, PreTrainedModel will NOT inherit from GenerationMixin, and this model will lose the ability to call generate and other related functions.

• If you're using trust_remote_code=True, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes
• If you are the owner of the model architecture code, please modify your model class such that it inherits from GenerationMixin (after PreTrainedModel, otherwise you'll get an exception).
• If you are not the owner of the model architecture class, please contact the model code owner to update it.
  [2025-02-27 17:16:18,827] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect)
  [2025-02-27 17:16:21,176] [INFO] [logging.py:128:log_dist] [Rank -1] DeepSpeed info: version=0.16.4, git-hash=unknown, git-branch=unknown
  [2025-02-27 17:16:21,177] [WARNING] [config_utils.py:70:process_deprecated_field] Config parameter replace_method is deprecated. This parameter is no longer needed, please remove from your call to DeepSpeed-inference
  [2025-02-27 17:16:21,177] [WARNING] [config_utils.py:70:process_deprecated_field] Config parameter mp_size is deprecated use tensor_parallel.tp_size instead
  [2025-02-27 17:16:21,382] [INFO] [logging.py:128:log_dist] [Rank -1] quantize_bits = 8 mlp_extra_grouping = False, quantize_groups = 1
  [2025-02-27 17:16:22,581] [INFO] [logging.py:128:log_dist] [Rank -1] DeepSpeed-Inference config: {'layer_id': 0, 'hidden_size': 1024, 'intermediate_size': 4096, 'heads': 16, 'num_hidden_layers': -1, 'dtype': torch.float32, 'pre_layer_norm': True, 'norm_type': <NormType.LayerNorm: 1>, 'local_rank': -1, 'stochastic_mode': False, 'epsilon': 1e-05, 'mp_size': 1, 'scale_attention': True, 'triangular_masking': True, 'local_attention': False, 'window_size': 1, 'rotary_dim': -1, 'rotate_half': False, 'rotate_every_two': True, 'return_tuple': True, 'mlp_after_attn': True, 'mlp_act_func_type': <ActivationFuncType.GELU: 1>, 'training_mp_size': 1, 'bigscience_bloom': False, 'max_out_tokens': 1024, 'min_out_tokens': 1, 'scale_attn_by_inverse_layer_idx': False, 'enable_qkv_quantization': False, 'use_mup': False, 'return_single_tuple': False, 'set_empty_params': False, 'transposed_mode': False, 'use_triton': False, 'triton_autotune': False, 'num_kv': -1, 'rope_theta': 10000, 'invert_mask': True}
  Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...
  Creating extension directory /root/.cache/torch_extensions/py311_cu118/transformer_inference...
  Detected CUDA files, patching ldflags
  Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/transformer_inference/build.ninja...
  /usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py:1964: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation.
  If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
  warnings.warn(
  Building extension module transformer_inference...
  Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
  [1/11] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output gelu.cuda.o.d -DTORCH_EXTENSION_NAME=transformer_inference -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/includes -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/includes -isystem /usr/local/lib/python3.11/dist-packages/torch/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.11/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS_ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_75,code=compute_75 -gencode=arch=compute_75,code=sm_75 --compiler-options '-fPIC' -O3 --use_fast_math -std=c++20 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ --threads=2 -gencode=arch=compute_75,code=sm_75 -gencode=arch=compute_75,code=compute_75 -c /usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/gelu.cu -o gelu.cuda.o
  FAILED: gelu.cuda.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output gelu.cuda.o.d -DTORCH_EXTENSION_NAME=transformer_inference -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/includes -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/includes -isystem /usr/local/lib/python3.11/dist-packages/torch/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.11/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS_ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_75,code=compute_75 -gencode=arch=compute_75,code=sm_75 --compiler-options '-fPIC' -O3 --use_fast_math -std=c++20 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ --threads=2 -gencode=arch=compute_75,code=sm_75 -gencode=arch=compute_75,code=compute_75 -c /usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/gelu.cu -o gelu.cuda.o
  /usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/gelu.cu(16): error: invalid redeclaration of type name "__nv_bfloat162" (declared at line 4787 of /usr/local/cuda/include/cuda_bf16.h)
  using __nv_bfloat162 = __half2;
  ^

1 error detected in the compilation of "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/gelu.cu".
[2/11] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output relu.cuda.o.d -DTORCH_EXTENSION_NAME=transformer_inference -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/includes -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/includes -isystem /usr/local/lib/python3.11/dist-packages/torch/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.11/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS_ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_75,code=compute_75 -gencode=arch=compute_75,code=sm_75 --compiler-options '-fPIC' -O3 --use_fast_math -std=c++20 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ --threads=2 -gencode=arch=compute_75,code=sm_75 -gencode=arch=compute_75,code=compute_75 -c /usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/relu.cu -o relu.cuda.o
[3/11] c++ -MMD -MF pt_binding.o.d -DTORCH_EXTENSION_NAME=transformer_inference -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="_gcc" -DPYBIND11_STDLIB="_libstdcpp" -DPYBIND11_BUILD_ABI="_cxxabi1011" -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/includes -I/usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/includes -isystem /usr/local/lib/python3.11/dist-packages/torch/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.11/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.11/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++17 -O3 -std=c++17 -g -Wno-reorder -c /usr/local/lib/python3.11/dist-packages/deepspeed/ops/csrc/transformer/inference/csrc/pt_binding.cpp -o pt_binding.o
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File "/usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py", line 2104, in _run_ninja_build
subprocess.run(
File "/usr/lib/python3.11/subprocess.py", line 571, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/content/xtts2-hf/app.py", line 58, in
model.load_checkpoint(
File "/usr/local/lib/python3.11/dist-packages/TTS/tts/models/xtts.py", line 767, in load_checkpoint
self.gpt.init_gpt_for_inference(kv_cache=self.args.kv_cache, use_deepspeed=use_deepspeed)
File "/usr/local/lib/python3.11/dist-packages/TTS/tts/layers/xtts/gpt.py", line 224, in init_gpt_for_inference
self.ds_engine = deepspeed.init_inference(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/init.py", line 364, in init_inference
engine = InferenceEngine(model, config=ds_inference_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/inference/engine.py", line 154, in init
self._apply_injection_policy(config)
File "/usr/local/lib/python3.11/dist-packages/deepspeed/inference/engine.py", line 388, in _apply_injection_policy
replace_transformer_layer(client_module, self.module, checkpoint, config, self.config)
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 400, in replace_transformer_layer
replaced_module = replace_module(model=model,
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 653, in replace_module
replaced_module, _ = _replace_module(model, policy, state_dict=sd)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 713, in _replace_module
_, layer_id = _replace_module(child,
^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 713, in _replace_module
_, layer_id = _replace_module(child,
^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 689, in _replace_module
replaced_module = policies[child.class][0](child,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 327, in replace_fn
new_module = replace_with_policy(child,
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/replace_module.py", line 248, in replace_with_policy
_container.create_module()
File "/usr/local/lib/python3.11/dist-packages/deepspeed/module_inject/containers/gpt2.py", line 20, in create_module
self.module = DeepSpeedGPTInference(_config, mp_group=self.mp_group)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/model_implementations/transformers/ds_gpt.py", line 20, in init
super().init(config, mp_group, quantize_scales, quantize_groups, merge_count, mlp_extra_grouping)
File "/usr/local/lib/python3.11/dist-packages/deepspeed/model_implementations/transformers/ds_transformer.py", line 68, in init
self.attention = DeepSpeedSelfAttention(self.config, mp_group, quantize_scales, quantize_groups,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/transformer/inference/ds_attention.py", line 79, in init
self.qkv_func = QKVGemmOp(config)
^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/transformer/inference/op_binding/qkv_gemm.py", line 18, in init
super(QKVGemmOp, self).init(config)
File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/transformer/inference/op_binding/base.py", line 20, in init
BaseOp.inference_module = builder.load()
^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/op_builder/builder.py", line 540, in load
return self.jit_load(verbose)
^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/op_builder/builder.py", line 587, in jit_load
op_module = load(name=self.name,
^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py", line 1314, in load
return _jit_compile(
^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py", line 1721, in _jit_compile
_write_ninja_file_and_build_library(
File "/usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py", line 1833, in _write_ninja_file_and_build_library
_run_ninja_build(
File "/usr/local/lib/python3.11/dist-packages/torch/utils/cpp_extension.py", line 2120, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error building extension 'transformer_inference'`

That's why I need your help to fix it.

[eginhard]

This repo is not maintained anymore and doesn't work with the latest Pytorch. You can use our fork instead with pip install coqui-tts instead of pip install TTS.

[PrinzPersia]

This repo is not maintained anymore and doesn't work with the latest Pytorch. You can use our fork instead with pip install coqui-tts instead of pip install TTS.

I tried everything I could. So, I wrote it with ChatGPT, and it sent me various solutions, but none of them helped, and in the end, I only get this error message:

E: Package 'libfluidsynth1' has no installation candidate
download url: https://cotonoha-dic.s3-ap-northeast-1.amazonaws.com/unidic-3.1.0.zip
Dictionary version: 3.1.0+2021-08-31
Downloading UniDic v3.1.0+2021-08-31...
unidic-3.1.0.zip: 100% 526M/526M [00:19<00:00, 26.7MB/s]
Finished download.
Downloaded UniDic v3.1.0+2021-08-31 to /usr/local/lib/python3.11/dist-packages/unidic/dicdir
2025-03-12 18:15:53.609389: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
E0000 00:00:1741803353.629867   30343 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
E0000 00:00:1741803353.635906   30343 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
Export newer ffmpeg binary for denoise filter
Make ffmpeg binary executable
Downloading if not downloaded Coqui XTTS V2
 > tts_models/multilingual/multi-dataset/xtts_v2 is already downloaded.
XTTS downloaded
GPT2InferenceModel has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.
  - If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes
  - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).
  - If you are not the owner of the model architecture class, please contact the model code owner to update it.
[2025-03-12 18:16:18,242] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect)
Traceback (most recent call last):
  File "/content/xtts2-hf/app.py", line 75, in <module>
    model.load_checkpoint(
  File "/usr/local/lib/python3.11/dist-packages/TTS/tts/models/xtts.py", line 767, in load_checkpoint
    self.gpt.init_gpt_for_inference(kv_cache=self.args.kv_cache, use_deepspeed=use_deepspeed)
  File "/usr/local/lib/python3.11/dist-packages/TTS/tts/layers/xtts/gpt.py", line 222, in init_gpt_for_inference
    import deepspeed
  File "/usr/local/lib/python3.11/dist-packages/deepspeed/__init__.py", line 25, in <module>
    from . import ops
  File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/__init__.py", line 15, in <module>
    from ..git_version_info import compatible_ops as __compatible_ops__
  File "/usr/local/lib/python3.11/dist-packages/deepspeed/git_version_info.py", line 29, in <module>
    op_compatible = builder.is_compatible()
                    ^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/op_builder/fp_quantizer.py", line 35, in is_compatible
    sys_cuda_major, _ = installed_cuda_version()
                        ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/deepspeed/ops/op_builder/builder.py", line 51, in installed_cuda_version
    raise MissingCUDAException("CUDA_HOME does not exist, unable to compile CUDA op(s)")
deepspeed.ops.op_builder.builder.MissingCUDAException: CUDA_HOME does not exist, unable to compile CUDA op(s)

This is my installation process:

%cd /content
!git clone -b dev https://github.com/camenduru/xtts2-hf
%cd /content/xtts2-hf
!pip install coqui-tts
!pip install -q gradio==3.50.2 coqui-tts langid unidic-lite unidic deepspeed
!pip install -q numpy==1.26.0
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/female.wav -O /content/xtts2-hf/examples/female.wav
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/examples/male.wav -O /content/xtts2-hf/examples/male.wav
!wget https://huggingface.co/spaces/coqui/xtts/resolve/main/ffmpeg.zip -O /content/xtts2-hf/ffmpeg.zip

!sudo apt install nvidia-driver-535

!sudo apt update
!sudo apt install libfluidsynth1 



import torch
from TTS.tts.configs.xtts_config import XttsConfig

# Füge XttsConfig zur Whitelist hinzu
torch.serialization.add_safe_globals([XttsConfig])

# Patche die Funktion 'torch.load', um 'weights_only=False' zu erzwingen
_original_torch_load = torch.load

def patched_torch_load(*args, **kwargs):
    kwargs["weights_only"] = False
    return _original_torch_load(*args, **kwargs)

torch.load = patched_torch_load


!python app.py

And yes, I replaced it with "coqui-tts," but it doesn't help at all. Can you please help me further or try to get it running somehow? Because unfortunately, I have very little knowledge about such terminal systems in Google Colab and really don’t know what to do anymore. ChatGPT couldn’t fix it either. Recently, I can’t get XTTS V2 Coqui to run at all on Google Colab. I know that everything was working without any problems in January, but lately, not anymore.