194 lines
9.0 KiB
Plaintext
194 lines
9.0 KiB
Plaintext
{
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**Links**<br>\n",
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"Extensions API GitHub: https://github.com/SillyTavern/SillyTavern-extras/<br>\n",
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"SillyTavern community Discord (support and discussion): https://discord.gg/sillytavern"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"#@title <-- Tap this if you run on Mobile { display-mode: \"form\" }\n",
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"#Taken from KoboldAI colab\n",
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"%%html\n",
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"<b>Press play on the audio player to keep the tab alive. (Uses only 13MB of data)</b><br/>\n",
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"<audio src=\"https://henk.tech/colabkobold/silence.m4a\" controls>"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"cellView": "form",
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"id": "lVftocpwCoYw"
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},
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"outputs": [],
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"source": [
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"#@markdown (RECOMMENDED) Generates an API key for you to use with the API\n",
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"secure = False #@param {type:\"boolean\"}\n",
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"#@markdown Allows to run SillyTavern Extras on CPU (use if you're out of daily GPU allowance)\n",
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"use_cpu = False #@param {type:\"boolean\"}\n",
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"#@markdown Allows to run Stable Diffusion pipeline on CPU (slow!)\n",
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"use_sd_cpu = False #@param {type:\"boolean\"}\n",
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"#@markdown ***\n",
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"#@markdown Enables the WebSearch module\n",
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"extras_enable_websearch = True #@param {type:\"boolean\"}\n",
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"#@markdown ***\n",
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"#@markdown Loads the image captioning module\n",
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"extras_enable_caption = True #@param {type:\"boolean\"}\n",
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"captioning_model = \"Salesforce/blip-image-captioning-large\" #@param [ \"Salesforce/blip-image-captioning-large\", \"Salesforce/blip-image-captioning-base\" ]\n",
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"#@markdown * Salesforce/blip-image-captioning-large - good base model\n",
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"#@markdown * Salesforce/blip-image-captioning-base - slightly faster but less accurate\n",
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"#@markdown ***\n",
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"#@markdown Loads the sentiment classification model\n",
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"extras_enable_classify = True #@param {type:\"boolean\"}\n",
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"classification_model = \"nateraw/bert-base-uncased-emotion\" #@param [\"nateraw/bert-base-uncased-emotion\", \"joeddav/distilbert-base-uncased-go-emotions-student\"]\n",
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"#@markdown * nateraw/bert-base-uncased-emotion = 6 supported emotions<br>\n",
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"#@markdown * joeddav/distilbert-base-uncased-go-emotions-student = 28 supported emotions\n",
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"#@markdown ***\n",
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"#@markdown Loads the story summarization module\n",
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"extras_enable_summarize = True #@param {type:\"boolean\"}\n",
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"summarization_model = \"slauw87/bart_summarisation\" #@param [ \"slauw87/bart_summarisation\", \"Qiliang/bart-large-cnn-samsum-ChatGPT_v3\", \"Qiliang/bart-large-cnn-samsum-ElectrifAi_v10\", \"distilbart-xsum-12-3\" ]\n",
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"#@markdown * slauw87/bart_summarisation - general purpose summarization model\n",
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"#@markdown * Qiliang/bart-large-cnn-samsum-ChatGPT_v3 - summarization model optimized for chats\n",
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"#@markdown * Qiliang/bart-large-cnn-samsum-ElectrifAi_v10 - nice results so far, but still being evaluated\n",
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"#@markdown * distilbart-xsum-12-3 - faster, but pretty basic alternative\n",
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"#@markdown ***\n",
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"#@markdown Enables Silero text-to-speech module\n",
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"extras_enable_silero_tts = True #@param {type:\"boolean\"}\n",
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"#@markdown Enables Microsoft Edge text-to-speech module\n",
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"extras_enable_edge_tts = True #@param {type:\"boolean\"}\n",
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"#@markdown Enables RVC module\n",
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"extras_enable_rvc = False #@param {type:\"boolean\"}\n",
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"#@markdown ***\n",
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"#@markdown Enables Whisper speech recognition module\n",
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"extras_enable_whisper_stt = True #@param {type:\"boolean\"}\n",
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"whisper_model = \"base.en\" #@param [ \"tiny.en\", \"base.en\", \"small.en\", \"medium.en\", \"tiny\", \"base\", \"small\", \"medium\", \"large\" ]\n",
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"#@markdown There are five model sizes, four with English-only versions, offering speed and accuracy tradeoffs.\n",
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"#@markdown The .en models for English-only applications tend to perform better, especially for the tiny.en and base.en models.\n",
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"#@markdown ***\n",
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"#@markdown Enables SD picture generation\n",
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"extras_enable_sd = True #@param {type:\"boolean\"}\n",
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"sd_model = \"ckpt/anything-v4.5-vae-swapped\" #@param [ \"ckpt/anything-v4.5-vae-swapped\", \"hakurei/waifu-diffusion\", \"philz1337/clarity\", \"prompthero/openjourney\", \"ckpt/sd15\", \"stabilityai/stable-diffusion-2-1-base\" ]\n",
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"#@markdown * ckpt/anything-v4.5-vae-swapped - anime style model\n",
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"#@markdown * hakurei/waifu-diffusion - anime style model\n",
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"#@markdown * philz1337/clarity - realistic style model\n",
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"#@markdown * prompthero/openjourney - midjourney style model\n",
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"#@markdown * ckpt/sd15 - base SD 1.5\n",
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"#@markdown * stabilityai/stable-diffusion-2-1-base - base SD 2.1\n",
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"#@markdown ***\n",
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"#@markdown Enables ChromaDB module\n",
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"extras_enable_chromadb = True #@param {type:\"boolean\"}\n",
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"\n",
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"import subprocess\n",
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"import secrets\n",
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"\n",
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"# ---\n",
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"# SillyTavern extras\n",
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"extras_url = '(disabled)'\n",
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"params = []\n",
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"if use_cpu:\n",
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" params.append('--cpu')\n",
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"if use_sd_cpu:\n",
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" params.append('--sd-cpu')\n",
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"if secure:\n",
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" params.append('--secure')\n",
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"params.append('--share')\n",
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"modules = []\n",
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"\n",
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"if extras_enable_caption:\n",
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" modules.append('caption')\n",
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"if extras_enable_summarize:\n",
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" modules.append('summarize')\n",
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"if extras_enable_classify:\n",
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" modules.append('classify')\n",
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"if extras_enable_sd:\n",
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" modules.append('sd')\n",
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"if extras_enable_silero_tts:\n",
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" modules.append('silero-tts')\n",
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"if extras_enable_edge_tts:\n",
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" modules.append('edge-tts')\n",
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"if extras_enable_chromadb:\n",
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" modules.append('chromadb')\n",
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"if extras_enable_whisper_stt:\n",
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" modules.append('whisper-stt')\n",
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" params.append(f'--stt-whisper-model-path={whisper_model}')\n",
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"if extras_enable_rvc:\n",
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" modules.append('rvc')\n",
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" params.append('--max-content-length=2000')\n",
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" params.append('--rvc-save-file')\n",
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"\n",
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"\n",
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"if extras_enable_websearch:\n",
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" print(\"Enabling WebSearch module\")\n",
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" modules.append('websearch')\n",
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" !apt update\n",
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" !apt install -y chromium-chromedriver\n",
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"\n",
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"params.append(f'--classification-model={classification_model}')\n",
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"params.append(f'--summarization-model={summarization_model}')\n",
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"params.append(f'--captioning-model={captioning_model}')\n",
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"params.append(f'--sd-model={sd_model}')\n",
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"params.append(f'--enable-modules={\",\".join(modules)}')\n",
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"\n",
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"\n",
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"%cd /\n",
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"!git clone https://github.com/SillyTavern/SillyTavern-extras\n",
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"%cd /SillyTavern-extras\n",
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"!git clone https://github.com/Cohee1207/tts_samples\n",
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"!npm install -g localtunnel\n",
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"%pip install -r requirements.txt\n",
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"!wget https://github.com/cloudflare/cloudflared/releases/download/2023.5.0/cloudflared-linux-amd64 -O /tmp/cloudflared-linux-amd64\n",
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"!chmod +x /tmp/cloudflared-linux-amd64\n",
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"\n",
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"if extras_enable_rvc:\n",
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" print(\"Installing RVC requirements\")\n",
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" %pip install -r requirements-rvc.txt\n",
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"\n",
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"# Generate a random API key\n",
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"api_key = secrets.token_hex(5)\n",
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"\n",
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"# Write the API key to api_key.txt\n",
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"with open('./api_key.txt', 'w') as f:\n",
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" f.write(api_key)\n",
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"print(f\"API Key generated: {api_key}\")\n",
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"\n",
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"cmd = f\"python server.py {' '.join(params)}\"\n",
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"print(cmd)\n",
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"extras_process = subprocess.Popen(\n",
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" cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, cwd='/SillyTavern-extras', shell=True)\n",
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"print('processId:', extras_process.pid)\n",
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"while True:\n",
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" line = extras_process.stdout.readline().decode().strip()\n",
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" if line != None and line != '':\n",
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" print(line)\n"
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]
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}
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],
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"metadata": {
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"accelerator": "GPU",
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"colab": {
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"private_outputs": true,
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"provenance": []
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},
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"gpuClass": "standard",
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"kernelspec": {
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"display_name": "Python 3",
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"name": "python3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}
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