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SillyTavern/colab/GPU.ipynb
Cohee 5182893928 Switch to Discord permalinks
2024-01-10 21:41:12 +02:00

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