diff --git "a/whisper_python_am_et.ipynb" "b/whisper_python_am_et.ipynb" new file mode 100644--- /dev/null +++ "b/whisper_python_am_et.ipynb" @@ -0,0 +1,2916 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "gbHa22M2VBUp", + "outputId": "f70cab61-4fb8-4f90-9fbe-bc196c91b5c7" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Get:1 https://nvidia.github.io/libnvidia-container/stable/ubuntu18.04/amd64 InRelease [1484 B]\n", + "Get:2 https://download.docker.com/linux/ubuntu focal InRelease [57.7 kB] \n", + "Hit:3 https://nvidia.github.io/nvidia-container-runtime/stable/ubuntu18.04/amd64 InRelease\n", + "Get:4 http://security.ubuntu.com/ubuntu focal-security InRelease [114 kB] \n", + "Get:5 https://packages.microsoft.com/repos/azure-cli focal InRelease [10.4 kB] \n", + "Get:6 https://packages.cloud.google.com/apt cloud-sdk InRelease [6751 B] \n", + "Hit:7 http://archive.ubuntu.com/ubuntu focal InRelease \n", + "Get:8 https://download.docker.com/linux/ubuntu focal/stable amd64 Packages [22.2 kB]\n", + "Get:9 http://archive.ubuntu.com/ubuntu focal-updates InRelease [114 kB] \n", + "Ign:10 http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal InRelease \n", + "Get:11 http://archive.ubuntu.com/ubuntu focal-backports InRelease [108 kB] \n", + "Get:12 https://packages.microsoft.com/repos/azure-cli focal/main amd64 Packages [9926 B]\n", + "Get:13 http://archive.lambdalabs.com/ubuntu focal InRelease [3176 B] \n", + "Get:14 https://packages.cloud.google.com/apt cloud-sdk/main amd64 Packages [368 kB]\n", + "Err:15 http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal Release \n", + " 404 Not Found [IP: 185.125.190.52 80]\n", + "Get:16 http://security.ubuntu.com/ubuntu focal-security/main amd64 Packages [1895 kB]\n", + "Get:17 https://pkg.cloudflare.com/cloudflared focal InRelease [4279 B] \n", + "Get:18 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Done \n", + "E: The repository 'http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal Release' does not have a Release file.\n", + "N: Updating from such a repository can't be done securely, and is therefore disabled by default.\n", + "N: See apt-secure(8) manpage for repository creation and user configuration details.\n", + "Hit:1 https://download.docker.com/linux/ubuntu focal InRelease\n", + "Get:2 https://nvidia.github.io/libnvidia-container/stable/ubuntu18.04/amd64 InRelease [1484 B]\n", + "Hit:3 https://nvidia.github.io/nvidia-container-runtime/stable/ubuntu18.04/amd64 InRelease\n", + "Hit:4 http://security.ubuntu.com/ubuntu focal-security InRelease \u001b[0m\n", + "Hit:5 https://packages.microsoft.com/repos/azure-cli focal InRelease \u001b[0m\n", + "Hit:6 https://packages.cloud.google.com/apt cloud-sdk InRelease \u001b[0m\n", + "Ign:7 http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal InRelease \u001b[0m\u001b[33m\u001b[33m\n", + "Hit:8 https://pkg.cloudflare.com/cloudflared focal InRelease \u001b[0m\u001b[33m\n", + "Hit:9 http://archive.ubuntu.com/ubuntu focal InRelease \u001b[0m\n", + "Err:10 http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal Release \u001b[0m\u001b[33m\u001b[33m\n", + " 404 Not Found [IP: 185.125.190.52 80]\n", + "Hit:11 http://archive.ubuntu.com/ubuntu focal-updates InRelease \u001b[0m \n", + "Hit:12 http://archive.lambdalabs.com/ubuntu focal InRelease \n", + "Hit:13 https://ppa.launchpadcontent.net/deadsnakes/ppa/ubuntu focal InRelease\n", + "Hit:14 http://archive.ubuntu.com/ubuntu focal-backports InRelease\n", + "Reading package lists... Done\u001b[33m\u001b[33m\u001b[33m\u001b[33m\n", + "\u001b[1;31mE: \u001b[0mThe repository 'http://ppa.launchpad.net/jonathonf/ffmpeg-4/ubuntu focal Release' does not have a Release file.\u001b[0m\n", + "\u001b[33mN: \u001b[0mUpdating from such a repository can't be done securely, and is therefore disabled by default.\u001b[0m\n", + "\u001b[33mN: \u001b[0mSee apt-secure(8) manpage for repository creation and user configuration details.\u001b[0m\n", + "Reading package lists... Done\n", + "Building dependency tree \n", + "Reading state information... Done\n", + "ffmpeg is already the newest version (7:4.2.7-0ubuntu0.1).\n", + "0 upgraded, 0 newly installed, 0 to remove and 162 not upgraded.\n", + "Reading package lists... Done\n", + "Building dependency tree \n", + "Reading state information... 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pyarrow, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cublas-cu11, multidict, llvmlite, fsspec, frozenlist, dill, audioread, async-timeout, yarl, nvidia-cudnn-cu11, numba, multiprocess, levenshtein, aiosignal, torch, responses, resampy, pooch, jiwer, huggingface-hub, aiohttp, transformers, torchaudio, librosa, datasets, evaluate\n", + "Successfully installed aiohttp-3.8.3 aiosignal-1.3.1 async-timeout-4.0.2 audioread-3.0.0 datasets-2.7.1.dev0 dill-0.3.6 evaluate-0.4.0 frozenlist-1.3.3 fsspec-2022.11.0 huggingface-hub-0.11.1 jiwer-2.5.1 levenshtein-0.20.2 librosa-0.9.2 llvmlite-0.39.1 multidict-6.0.3 multiprocess-0.70.14 numba-0.56.4 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 pooch-1.6.0 pyarrow-10.0.1 rapidfuzz-2.13.6 regex-2022.10.31 resampy-0.4.2 responses-0.18.0 soundfile-0.11.0 tokenizers-0.13.2 torch-1.13.1 torchaudio-0.13.1 transformers-4.26.0.dev0 urllib3-1.26.13 xxhash-3.1.0 yarl-1.8.2\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m22.3.1\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3 -m pip install --upgrade pip\u001b[0m\n" + ] + } + ], + "source": [ + "!sudo add-apt-repository -y ppa:jonathonf/ffmpeg-4\n", + "!sudo apt update\n", + "!sudo apt install -y ffmpeg\n", + "!sudo apt-get install git-lfs\n", + "\n", + "!sudo apt-get install git-lfs\n", + "\n", + "#python3 -m venv hf_env\n", + "#source hf_env/bin/activate\n", + "#echo \"source ~/hf_env/bin/activate\" >> ~/.bashrc\n", + "\n", + "!git clone https://github.com/huggingface/community-events.git\n", + "!pip install -r community-events/whisper-fine-tuning-event/requirements.txt\n", + "\n", + "!git config --global credential.helper store\n", + "#!huggingface-cli login\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "IuSZcVGoVke9", + "outputId": "27d2aa62-62ba-4725-d825-3c02ceafabc6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sun Dec 18 15:29:23 2022 \n", + "+-----------------------------------------------------------------------------+\n", + "| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 |\n", + "|-------------------------------+----------------------+----------------------+\n", + "| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n", + "| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n", + "| | | MIG M. |\n", + "|===============================+======================+======================|\n", + "| 0 NVIDIA A100-SXM... 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"/home/ubuntu/.local/lib/python3.8/site-packages/pandas/core/computation/expressions.py:20: UserWarning: Pandas requires version '2.7.3' or newer of 'numexpr' (version '2.7.1' currently installed).\n", + " from pandas.core.computation.check import NUMEXPR_INSTALLED\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "271faf6e58fb44afb561dcad7c630196", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Downloading: 0%| | 0.00/1.96k [00:00> run.sh" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Vhn8B-5bZdxr", + "outputId": "7bd5f493-4031-4d76-cb9b-9d90a3680730" + }, + "outputs": [], + "source": [ + "#!bash run.sh #from terminal\n", + "#!cd whisper_small-amet\n", + "!cp ./run.sh ./whisper-small-amet\n", + "!cp ./whisper_python_am_et.ipynb ./whisper-small-amet" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "xqeovpsr1glK" 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