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Update colab
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Cohee
parent
1f58d8c335
commit
41db1464a2
100
colab/GPU.ipynb
100
colab/GPU.ipynb
@ -40,20 +40,20 @@
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"use_sd_cpu = False #@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_captioning = True #@param {type:\"boolean\"}\n",
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"Captions_Model = \"Salesforce/blip-image-captioning-large\" #@param [ \"Salesforce/blip-image-captioning-large\", \"Salesforce/blip-image-captioning-base\" ]\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_emotions = True #@param {type:\"boolean\"}\n",
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"Emotions_Model = \"nateraw/bert-base-uncased-emotion\" #@param [\"nateraw/bert-base-uncased-emotion\", \"joeddav/distilbert-base-uncased-go-emotions-student\"]\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_memory = True #@param {type:\"boolean\"}\n",
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"Memory_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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"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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@ -63,16 +63,29 @@
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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 (NOT RECOMMENDED) Enables Coqui TTS module\n",
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"extras_enable_coqui_tts = False #@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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"#@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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"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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"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 TalkingHead module\n",
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"extras_enable_talkinghead = False #@param {type:\"boolean\"}\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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@ -91,28 +104,42 @@
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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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"ExtrasModules = []\n",
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"modules = []\n",
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"\n",
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"if (extras_enable_captioning):\n",
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" ExtrasModules.append('caption')\n",
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"if (extras_enable_memory):\n",
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" ExtrasModules.append('summarize')\n",
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"if (extras_enable_emotions):\n",
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" ExtrasModules.append('classify')\n",
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"if (extras_enable_sd):\n",
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" ExtrasModules.append('sd')\n",
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"if (extras_enable_silero_tts):\n",
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" ExtrasModules.append('silero-tts')\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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" ExtrasModules.append('edge-tts')\n",
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"if (extras_enable_chromadb):\n",
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" ExtrasModules.append('chromadb')\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_talkinghead:\n",
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" modules.append('talkinghead')\n",
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" params.append('--talkinghead-gpu')\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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"if extras_enable_coqui_tts:\n",
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" modules.append('coqui-tts')\n",
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" params.append('--coqui-gpu')\n",
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"\n",
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"params.append(f'--classification-model={Emotions_Model}')\n",
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"params.append(f'--summarization-model={Memory_Model}')\n",
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"params.append(f'--captioning-model={Captions_Model}')\n",
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"params.append(f'--sd-model={SD_Model}')\n",
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"params.append(f'--enable-modules={\",\".join(ExtrasModules)}')\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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@ -121,22 +148,17 @@
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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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"#!pip install tensorflow==2.14\n",
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"#!pip install colorama\n",
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"#!pip install Flask-Cors\n",
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"#!pip install Flask-Compress\n",
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"#!pip install transformers\n",
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"#!pip install Flask_Cloudflared\n",
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"#!pip install webuiapi\n",
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"#!pip install diffusers\n",
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"#!pip install accelerate\n",
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"#!pip install silero_api_server\n",
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"#!pip install edge_tts\n",
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"#!pip install chromadb\n",
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"#!pip install sentence_transformers\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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"if extras_enable_coqui_tts:\n",
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" print(\"Installing Coqui TTS requirements\")\n",
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" !pip install -r requirements-coqui.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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