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Hello, I'm using Google Colab, and I used to be able to run Whisper by starting off the code with
It worked fine for several months, but the output of the install has changed in the last couple weeks and is now not working. I'll post the old output that worked fine, followed by the current output that terminates abruptly. It looks like some wrong dependencies are being installed, but I have no idea how to fix this. Here's the old output when Whisper was working properly: ! pip install git+https://github.com/openai/whisper.git
Collecting git+https://github.com/openai/whisper.git
Cloning https://github.com/openai/whisper.git to /tmp/pip-req-build-3okutr3f
Running command git clone --filter=blob:none --quiet https://github.com/openai/whisper.git /tmp/pip-req-build-3okutr3f
Resolved https://github.com/openai/whisper.git to commit e8622f9afc4eba139bf796c210f5c01081000472
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (2.0.0)
Requirement already satisfied: numba in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (0.56.4)
Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (1.23.5)
Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (2.0.1+cu118)
Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (4.66.1)
Requirement already satisfied: more-itertools in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230314) (10.1.0)
Collecting tiktoken==0.3.3 (from openai-whisper==20230314)
Downloading tiktoken-0.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB)
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Requirement already satisfied: regex>=2022.1.18 in /usr/local/lib/python3.10/dist-packages (from tiktoken==0.3.3->openai-whisper==20230314) (2023.6.3)
Requirement already satisfied: requests>=2.26.0 in /usr/local/lib/python3.10/dist-packages (from tiktoken==0.3.3->openai-whisper==20230314) (2.31.0)
Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->openai-whisper==20230314) (3.27.4.1)
Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->openai-whisper==20230314) (3.12.2)
Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->openai-whisper==20230314) (16.0.6)
Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /usr/local/lib/python3.10/dist-packages (from numba->openai-whisper==20230314) (0.39.1)
Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from numba->openai-whisper==20230314) (67.7.2)
Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230314) (4.5.0)
Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230314) (1.12)
Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230314) (3.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230314) (3.1.2)
Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230314) (3.2.0)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230314) (3.4)
Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230314) (2.0.4)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230314) (2023.7.22)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch->openai-whisper==20230314) (2.1.3)
Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch->openai-whisper==20230314) (1.3.0)
Building wheels for collected packages: openai-whisper
Building wheel for openai-whisper (pyproject.toml) ... done
Created wheel for openai-whisper: filename=openai_whisper-20230314-py3-none-any.whl size=798395 sha256=8b9345f3ab23b9a7a917dc85133872961d9bc1e03360ea2ea14fddfeb7626cf2
Stored in directory: /tmp/pip-ephem-wheel-cache-jf5u8e0z/wheels/8b/6c/d0/622666868c179f156cf595c8b6f06f88bc5d80c4b31dccaa03
Successfully built openai-whisper
Installing collected packages: tiktoken, openai-whisper
Successfully installed openai-whisper-20230314 tiktoken-0.3.3 Here's the current broken output. It terminates without continuing the rest of the code. ! pip install git+https://github.com/openai/whisper.git
Collecting git+https://github.com/openai/whisper.git
Cloning https://github.com/openai/whisper.git to /tmp/pip-req-build-z7hwqhri
Running command git clone --filter=blob:none --quiet https://github.com/openai/whisper.git /tmp/pip-req-build-z7hwqhri
Resolved https://github.com/openai/whisper.git to commit b38a1f20f4b23f3f3099af2c3e0ca95627276ddf
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Collecting triton==2.0.0 (from openai-whisper==20230918)
Downloading triton-2.0.0-1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (63.3 MB)
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Requirement already satisfied: numba in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230918) (0.56.4)
Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230918) (1.23.5)
Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230918) (2.1.0+cu118)
Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230918) (4.66.1)
Requirement already satisfied: more-itertools in /usr/local/lib/python3.10/dist-packages (from openai-whisper==20230918) (10.1.0)
Collecting tiktoken==0.3.3 (from openai-whisper==20230918)
Downloading tiktoken-0.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB)
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Requirement already satisfied: regex>=2022.1.18 in /usr/local/lib/python3.10/dist-packages (from tiktoken==0.3.3->openai-whisper==20230918) (2023.6.3)
Requirement already satisfied: requests>=2.26.0 in /usr/local/lib/python3.10/dist-packages (from tiktoken==0.3.3->openai-whisper==20230918) (2.31.0)
Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->openai-whisper==20230918) (3.27.7)
Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->openai-whisper==20230918) (3.12.4)
Collecting lit (from triton==2.0.0->openai-whisper==20230918)
Downloading lit-17.0.3.tar.gz (154 kB)
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Installing build dependencies ... done
Getting requirements to build wheel ... done
Installing backend dependencies ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /usr/local/lib/python3.10/dist-packages (from numba->openai-whisper==20230918) (0.39.1)
Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from numba->openai-whisper==20230918) (67.7.2)
Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230918) (4.5.0)
Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230918) (1.12)
Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230918) (3.2)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230918) (3.1.2)
Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper==20230918) (2023.6.0)
INFO: pip is looking at multiple versions of torch to determine which version is compatible with other requirements. This could take a while.
Collecting torch (from openai-whisper==20230918)
Downloading torch-2.1.0-cp310-cp310-manylinux1_x86_64.whl (670.2 MB)
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Collecting nvidia-cuda-nvrtc-cu12==12.1.105 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (23.7 MB)
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Collecting nvidia-cuda-runtime-cu12==12.1.105 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (823 kB)
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Collecting nvidia-cuda-cupti-cu12==12.1.105 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (14.1 MB)
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Collecting nvidia-cudnn-cu12==8.9.2.26 (from torch->openai-whisper==20230918)
Downloading nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl (731.7 MB)
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Collecting nvidia-cublas-cu12==12.1.3.1 (from torch->openai-whisper==20230918)
Downloading nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl (410.6 MB)
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Collecting nvidia-cufft-cu12==11.0.2.54 (from torch->openai-whisper==20230918)
Downloading nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl (121.6 MB)
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Collecting nvidia-curand-cu12==10.3.2.106 (from torch->openai-whisper==20230918)
Downloading nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl (56.5 MB)
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Collecting nvidia-cusolver-cu12==11.4.5.107 (from torch->openai-whisper==20230918)
Downloading nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl (124.2 MB)
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Collecting nvidia-cusparse-cu12==12.1.0.106 (from torch->openai-whisper==20230918)
Downloading nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl (196.0 MB)
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Collecting nvidia-nccl-cu12==2.18.1 (from torch->openai-whisper==20230918)
Downloading nvidia_nccl_cu12-2.18.1-py3-none-manylinux1_x86_64.whl (209.8 MB)
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Collecting nvidia-nvtx-cu12==12.1.105 (from torch->openai-whisper==20230918)
Downloading nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (99 kB)
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Collecting torch (from openai-whisper==20230918)
Downloading torch-2.0.1-cp310-cp310-manylinux1_x86_64.whl (619.9 MB)
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Collecting nvidia-cuda-nvrtc-cu11==11.7.99 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl (21.0 MB)
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Collecting nvidia-cuda-runtime-cu11==11.7.99 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_runtime_cu11-11.7.99-py3-none-manylinux1_x86_64.whl (849 kB)
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Collecting nvidia-cuda-cupti-cu11==11.7.101 (from torch->openai-whisper==20230918)
Downloading nvidia_cuda_cupti_cu11-11.7.101-py3-none-manylinux1_x86_64.whl (11.8 MB)
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Collecting nvidia-cudnn-cu11==8.5.0.96 (from torch->openai-whisper==20230918)
Downloading nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl (557.1 MB)
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Collecting nvidia-cublas-cu11==11.10.3.66 (from torch->openai-whisper==20230918)
Downloading nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl (317.1 MB)
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Collecting nvidia-cufft-cu11==10.9.0.58 (from torch->openai-whisper==20230918)
Downloading nvidia_cufft_cu11-10.9.0.58-py3-none-manylinux1_x86_64.whl (168.4 MB)
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Collecting nvidia-curand-cu11==10.2.10.91 (from torch->openai-whisper==20230918)
Downloading nvidia_curand_cu11-10.2.10.91-py3-none-manylinux1_x86_64.whl (54.6 MB)
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Collecting nvidia-cusolver-cu11==11.4.0.1 (from torch->openai-whisper==20230918)
Downloading nvidia_cusolver_cu11-11.4.0.1-2-py3-none-manylinux1_x86_64.whl (102.6 MB)
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Collecting nvidia-cusparse-cu11==11.7.4.91 (from torch->openai-whisper==20230918)
Downloading nvidia_cusparse_cu11-11.7.4.91-py3-none-manylinux1_x86_64.whl (173.2 MB)
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Collecting nvidia-nccl-cu11==2.14.3 (from torch->openai-whisper==20230918)
Downloading nvidia_nccl_cu11-2.14.3-py3-none-manylinux1_x86_64.whl (177.1 MB)
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Collecting nvidia-nvtx-cu11==11.7.91 (from torch->openai-whisper==20230918)
Downloading nvidia_nvtx_cu11-11.7.91-py3-none-manylinux1_x86_64.whl (98 kB)
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Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch->openai-whisper==20230918) (0.41.2)
Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230918) (3.3.1)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230918) (3.4)
Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230918) (2.0.7)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken==0.3.3->openai-whisper==20230918) (2023.7.22)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch->openai-whisper==20230918) (2.1.3)
Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch->openai-whisper==20230918) (1.3.0)
Building wheels for collected packages: openai-whisper, lit
Building wheel for openai-whisper (pyproject.toml) ... done
Created wheel for openai-whisper: filename=openai_whisper-20230918-py3-none-any.whl size=798405 sha256=3de41b2f2ea0643ffa9eaf526fe3c434f39e92d775c548a490c74d8c6e9ae5b0
Stored in directory: /tmp/pip-ephem-wheel-cache-8oeb___2/wheels/8b/6c/d0/622666868c179f156cf595c8b6f06f88bc5d80c4b31dccaa03
Building wheel for lit (pyproject.toml) ... done
Created wheel for lit: filename=lit-17.0.3-py3-none-any.whl size=93258 sha256=606e59f4dd5d9164cb76a77175d826d5488e82a32e5a16983bf7169a7d661fbe
Stored in directory: /root/.cache/pip/wheels/ac/b8/42/f6f56aba870f9f3cc895b2e0c970ececaafc7d191217fa10a4
Successfully built openai-whisper lit
Installing collected packages: lit, nvidia-nvtx-cu11, nvidia-nccl-cu11, nvidia-cusparse-cu11, nvidia-curand-cu11, nvidia-cufft-cu11, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cuda-cupti-cu11, nvidia-cublas-cu11, tiktoken, nvidia-cusolver-cu11, nvidia-cudnn-cu11, triton, torch, openai-whisper
Attempting uninstall: triton
Found existing installation: triton 2.1.0
Uninstalling triton-2.1.0:
Successfully uninstalled triton-2.1.0
Attempting uninstall: torch
Found existing installation: torch 2.1.0+cu118
Uninstalling torch-2.1.0+cu118:
Successfully uninstalled torch-2.1.0+cu118
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
llmx 0.0.15a0 requires cohere, which is not installed.
llmx 0.0.15a0 requires openai, which is not installed.
torchaudio 2.1.0+cu118 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchdata 0.7.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchtext 0.16.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchvision 0.16.0+cu118 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
Successfully installed lit-17.0.3 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-cupti-cu11-11.7.101 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 nvidia-cufft-cu11-10.9.0.58 nvidia-curand-cu11-10.2.10.91 nvidia-cusolver-cu11-11.4.0.1 nvidia-cusparse-cu11-11.7.4.91 nvidia-nccl-cu11-2.14.3 nvidia-nvtx-cu11-11.7.91 openai-whisper-20230918 tiktoken-0.3.3 torch-2.0.1 triton-2.0.0 It seems like these 6 lines are showing the problem, but I haven't been able to resolve it. Does anyone know what I might do? llmx 0.0.15a0 requires cohere, which is not installed.
llmx 0.0.15a0 requires openai, which is not installed.
torchaudio 2.1.0+cu118 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchdata 0.7.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchtext 0.16.0 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible.
torchvision 0.16.0+cu118 requires torch==2.1.0, but you have torch 2.0.1 which is incompatible. I tried adding these before/after, but it didn't help. !pip install triton==2.0.0
!pip install torch==2.1.0 |
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I had similar issues. Here is what I am currently using in colab to get whisper installed (no other pip commands required)
Part of the problem seems to be that the colab environment comes with triton 2.1 preinstalled; see this discussion |
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I had similar issues. Here is what I am currently using in colab to get whisper installed (no other pip commands required)
Part of the problem seems to be that the colab environment comes with triton 2.1 preinstalled; see this discussion