New TPU Colab
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henk717
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colab/TPU.ipynb
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colab/TPU.ipynb
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"colab_type": "text"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/KoboldAI/KoboldAI-Client/blob/main/colab/TPU.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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"<a href=\"https://colab.research.google.com/github/henk717/KoboldAI/blob/united/colab/TPU.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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@ -47,11 +47,13 @@
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},
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"outputs": [],
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"source": [
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"#@title <b><-- Select your model below and then click this to start KoboldAI</b>\n",
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"#@markdown You can find a description of the models below along with instructions on how to start KoboldAI.\n",
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"\n",
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"#@title <b><-- Click this to start KoboldAI</b>\n",
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"Model = \"Skein 6B\" #@param [\"Skein 6B\", \"Janeway 6B\", \"Adventure 6B\", \"Lit 6B\", \"Shinen 6B\", \"Generic 6B\", \"C1 6B\"]\n",
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"Version = \"Official\" #@param [\"Official\", \"United\"] {allow-input: true}\n",
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"Drive = \"Unextracted (Less Space)\" #@param [\"Unextracted (Less Space)\", \"Extracted (Faster Loading)\"]\n",
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"#@markdown Extracted models take up more space but load faster the next time you use them, not all models use your Google Drive. See the Model list below for descriptions and space requirements. If your extracted model does not load the next time you try to launch KoboldAI delete the folder from your Google Drive and ensure enough space is available.\n",
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"Model = \"Janeway 13B\" #@param [\"Janeway 13B\", \"Shinen 13B\", \"Skein 6B\", \"Janeway 6B\", \"Adventure 6B\", \"Shinen 6B\", \"Lit 6B\", \"Convo 6B\", \"C1 6B\", \"NeoX 20B\", \"KoboldAI/fairseq-dense-13B\", \"EleutherAI/gpt-j-6B\"] {allow-input: true}\n",
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"Version = \"United\" #@param [\"Official\", \"United\"] {allow-input: true}\n",
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"Provider = \"Localtunnel\" #@param [\"Localtunnel\", \"Cloudflare\"]\n",
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"\n",
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"import os\n",
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"try:\n",
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@ -64,78 +66,95 @@
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"from google.colab import drive\n",
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"drive.mount('/content/drive/')\n",
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"\n",
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"!wget https://henk.tech/ckds -O - | bash /dev/stdin -i drive\n",
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"\n",
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"if Model == \"Skein 6B\":\n",
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" path = \"gpt-j-6b-skein-jax\"\n",
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"if Model == \"Janeway 13B\":\n",
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" Model = \"KoboldAI/fairseq-dense-13B-Janeway\"\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"elif Model == \"Shinen 13B\":\n",
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" Model = \"KoboldAI/fairseq-dense-13B-Shinen\"\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"elif Model == \"NeoX 20B\":\n",
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" Model = \"TPUMeshTransformerGPTNeoX\"\n",
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" path = \" -p gpt-neox-20b-jax\"\n",
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" location = \"colab\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/skein-jax.txt\"\n",
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" download = \" -a https://storage.henk.tech/KoboldAI/neox-20b.txt\"\n",
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" extract = \"\"\n",
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" Drive = \"Unextracted (Less Space)\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-neox-20b-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.03,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-neox-20b-jax.settings\n",
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"elif Model == \"Skein 6B\":\n",
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" Model = \"TPUMeshTransformerGPTJ\"\n",
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" path = \" -p gpt-j-6b-skein-jax\"\n",
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" location = \"colab\"\n",
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" download = \" -a https://storage.henk.tech/KoboldAI/skein-jax.txt\"\n",
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" extract = \"\"\n",
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" Drive = \"Unextracted (Less Space)\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-skein-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-skein-jax.settings\n",
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"if Model == \"Janeway 6B\":\n",
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" path = \"gpt-j-6b-janeway-jax\"\n",
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"elif Model == \"Janeway 6B\":\n",
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" Model = \"TPUMeshTransformerGPTJ\"\n",
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" path = \" -p gpt-j-6b-janeway-jax\"\n",
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" location = \"colab\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/janeway-jax.txt\"\n",
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" download = \" -a https://storage.henk.tech/KoboldAI/janeway-jax.txt\"\n",
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" extract = \"\"\n",
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" Drive = \"Unextracted (Less Space)\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-janeway-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"rep_pen_slope\\\": 0.7,\\n \\\"rep_pen_range\\\": 1024.0,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false,\\n \\\"singleline\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false,\\n \\\"chatmode\\\": false,\\n \\\"chatname\\\": \\\"You\\\",\\n \\\"dynamicscan\\\": false,\\n \\\"nopromptgen\\\": false,\\n \\\"rngpersist\\\": false,\\n \\\"nogenmod\\\": false,\\n \\\"autosave\\\": false,\\n \\\"welcome\\\": false,\\n \\\"newlinemode\\\": \\\"n\\\",\\n \\\"antemplate\\\": \\\"[Genre: <|>]\\\",\\n \\\"userscripts\\\": [],\\n \\\"corescript\\\": \\\"default.lua\\\",\\n \\\"softprompt\\\": \\\"\\\"\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-janeway-jax.settings\n",
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"if Model == \"Adventure 6B\":\n",
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" path = \"gpt-j-6b-adventure-jax\"\n",
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"elif Model == \"Adventure 6B\":\n",
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" Model = \"TPUMeshTransformerGPTJ\"\n",
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" path = \" -p gpt-j-6b-adventure-jax\"\n",
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" location = \"colab\"\n",
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" download = \"-a https://api.wandb.ai/files/ve-forbryderne/adventure/carol-data/models/gpt-j-6b-adventure-jax/aria2.txt\"\n",
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" download = \" -a https://api.wandb.ai/files/ve-forbryderne/adventure/carol-data/models/gpt-j-6b-adventure-jax/aria2.txt\"\n",
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" extract = \"\"\n",
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" Drive = \"Unextracted (Less Space)\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-adventure-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": true\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-adventure-jax.settings\n",
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"if Model == \"Lit 6B\":\n",
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" path = \"gpt-j-6b-lit-jax\"\n",
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" location = \"drive\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/aria2.php?file=gpt-j-6b-lit-jax.7z\"\n",
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" extract = \"-z gpt-j-6b-lit-jax.7z\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-lit-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-lit-jax.settings\n",
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"if Model == \"Shinen 6B\":\n",
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" path = \"gpt-j-6b-shinen-jax\"\n",
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"elif Model == \"Lit 6B\":\n",
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" Model = \"hakurei/lit-6B\"\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"elif Model == \"Shinen 6B\":\n",
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" Model = \"TPUMeshTransformerGPTJ\"\n",
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" path = \" -p gpt-j-6b-shinen-jax\"\n",
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" location = \"colab\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/shinen-jax.txt\"\n",
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" download = \" -a https://storage.henk.tech/KoboldAI/shinen-jax.txt\"\n",
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" extract = \"\"\n",
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" Drive = \"Unextracted (Less Space)\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-shinen-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"rep_pen_slope\\\": 0.7,\\n \\\"rep_pen_range\\\": 1024.0,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false,\\n \\\"singleline\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false,\\n \\\"chatmode\\\": false,\\n \\\"chatname\\\": \\\"You\\\",\\n \\\"dynamicscan\\\": false,\\n \\\"nopromptgen\\\": false,\\n \\\"rngpersist\\\": false,\\n \\\"nogenmod\\\": false,\\n \\\"autosave\\\": false,\\n \\\"welcome\\\": false,\\n \\\"newlinemode\\\": \\\"n\\\",\\n \\\"antemplate\\\": \\\"[Genre: <|>]\\\",\\n \\\"userscripts\\\": [],\\n \\\"corescript\\\": \\\"default.lua\\\",\\n \\\"softprompt\\\": \\\"\\\"\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-shinen-jax.settings\n",
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"if Model == \"Generic 6B\":\n",
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" path = \"step_383500\"\n",
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" location = \"drive\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/aria2.php?file=step_383500_slim.tar.zstd\"\n",
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" extract = \"-t step_383500_slim.tar.zstd\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/step_383500.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"adventure\\\": false\\n}\" > /content/drive/MyDrive/KoboldAI/settings/step_383500.settings\n",
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"if Model == \"C1 6B\":\n",
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" path = \"gpt-j-6b-c1-jax\"\n",
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" location = \"drive\"\n",
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" download = \"-a https://storage.henk.tech/KoboldAI/aria2.php?file=gpt-j-6b-c1-jax.7z\"\n",
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" extract = \"-z gpt-j-6b-c1-jax.7z\"\n",
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" ![[ -f /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-c1-jax.settings ]] || echo -e \"{\\n \\\"apikey\\\": \\\"\\\",\\n \\\"andepth\\\": 3,\\n \\\"temp\\\": 0.5,\\n \\\"top_p\\\": 0.9,\\n \\\"top_k\\\": 0,\\n \\\"tfs\\\": 1.0,\\n \\\"rep_pen\\\": 1.1,\\n \\\"genamt\\\": 80,\\n \\\"max_length\\\": 2048,\\n \\\"ikgen\\\": 200,\\n \\\"formatoptns\\\": {\\n \\\"frmttriminc\\\": true,\\n \\\"frmtrmblln\\\": false,\\n \\\"frmtrmspch\\\": false,\\n \\\"frmtadsnsp\\\": false\\n },\\n \\\"numseqs\\\": 1,\\n \\\"widepth\\\": 3,\\n \\\"useprompt\\\": true,\\n \\\"chatmode\\\": true\\n}\" > /content/drive/MyDrive/KoboldAI/settings/gpt-j-6b-c1-jax.settings\n",
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"elif Model == \"Convo 6B\":\n",
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" Model = \"hitomi-team/convo-6B\"\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"elif Model == \"C1 6B\":\n",
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" Model = \"hakurei/C1-6B\"\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"else:\n",
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" path = \"\"\n",
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" download = \"\"\n",
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"\n",
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"if Drive == \"Unextracted (Less Space)\":\n",
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" xloc = \"colab\"\n",
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"if Drive == \"Extracted (Faster Loading)\":\n",
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" xloc = \"drive\"\n",
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"if Provider == \"Localtunnel\":\n",
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" tunnel = \"--localtunnel yes\"\n",
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"else:\n",
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" tunnel = \"\"\n",
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"\n",
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"\n",
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"!wget https://henk.tech/ckds -O - | bash /dev/stdin $download -l $location $extract -p $path -m TPUMeshTransformerGPTJ -g $Version -x $xloc"
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"!wget https://henk.tech/ckds -O - | bash /dev/stdin $path$download -m $Model -g $Version $tunnel"
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"# TPU Edition Model Descriptions\n",
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"## TPU Edition Model Descriptions\n",
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"\n",
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"| Model | Size | Style | Drive Space | Description |\n",
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"| ------------------------------ | ------ | --------- | ----------- | ------------------------------------------------------------ |\n",
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"| Skein 6B by VE_FORBRYDERNE | 6B TPU | Hybrid | 0 GB | Skein is our flagship 6B model, it is a hybrid between a Adventure model and a Novel model. Best used with either Adventure mode or the You Bias userscript enabled. Skein has been trained on high quality Novels along with CYOA adventure stories and is not as wackey as the Adventure model. It also has tagging support. |\n",
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"| Janeway 6B by Mr Seeker | 6B TPU | Novel | 0 GB | Janeway is a model created from Picard's dataset combined with a brand new collection of ebooks. This model is trained on 20% more content than Picard and has been trained on literature from various genres. Although the model is mainly focussed on SFW, romantic scenes might involve a degree of nudity. |\n",
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"| Adventure 6B by VE_FORBRYDERNE | 6B TPU | Adventure | 0 GB | Adventure is a 6B model designed to mimick the behavior of AI Dungeon. It is exclusively for Adventure Mode and can take you on the epic and wackey adventures that AI Dungeon players love. It also features the many tropes of AI Dungeon as it has been trained on very similar data. It must be used in second person (You). |\n",
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"| Lit 6B by Haru | 6B TPU | NSFW | 8 GB / 12 GB | Lit is a great NSFW model trained by Haru on both a large set of Literotica stories and high quality novels along with tagging support. Creating a high quality model for your NSFW stories. This model is exclusively a novel model and is best used in third person. |\n",
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"| Shinen 6B by Mr Seeker | 6B TPU | NSFW | 0 GB | Shinen is an alternative to the Lit model designed to be more explicit. If Lit is to tame for you Shinen might produce better results. While it is a Novel model it is unsuitable for SFW stories due to its heavy NSFW bias. Shinen will not hold back. It is meant to be used in KoboldAI's regular mode. |\n",
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"| Generic 6B by EleutherAI | 6B TPU | Generic | 10 GB / 12 GB | GPT-J-6B is what all other models are based on, if you need something that has no specific bias towards any particular subject this is the model for you. Best used when the other models are not suitable for what you wish to do. Such as homework assistance, blog writing, coding and more. It needs more hand holding than other models and is more prone to undesirable formatting changes. |\n",
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"| C1 6B by Haru | 6B TPU | Chatbot | 8 GB / 12 GB | C1 has been trained on various internet chatrooms, it makes the basis for an interesting chatbot model and has been optimized to be used in the Chatmode. |\n",
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"| Model | Size | Style | Description |\n",
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"| --- | --- | --- | --- |\n",
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"| Janeway by Mr Seeker | 13B | Novel | Janeway is a model created from Picard's dataset combined with a brand new collection of ebooks. This model is trained on 20% more content than Picard and has been trained on literature from various genres. Although the model is mainly focussed on SFW, romantic scenes might involve a degree of nudity. |\n",
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"| Shinen by Mr Seeker | 13B | NSFW | Shinen is an NSFW model designed to be more explicit. Trained on a variety of stories from the website Sexstories it contains many different kinks. |\n",
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"| Skein by VE\\_FORBRYDERNE | 6B | Adventure | Skein is best used with Adventure mode enabled, it consists of a 4 times larger adventure dataset than the Adventure model making it excellent for text adventure gaming. On top of that it also consists of light novel training further expanding its knowledge and writing capabilities. It can be used with the You filter bias if you wish to write Novels with it, but dedicated Novel models can perform better for this task. |\n",
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"| Adventure by VE\\_FORBRYDERNE | 6B | Adventure | Adventure is a 6B model designed to mimick the behavior of AI Dungeon. It is exclusively for Adventure Mode and can take you on the epic and wackey adventures that AI Dungeon players love. It also features the many tropes of AI Dungeon as it has been trained on very similar data. It must be used in second person (You). |\n",
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"| Lit by Haru | 6B | NSFW | Lit is a great NSFW model trained by Haru on both a large set of Literotica stories and high quality novels along with tagging support. Creating a high quality model for your NSFW stories. This model is exclusively a novel model and is best used in third person. |\n",
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"| Convo | 6B | Chatbot | Convo-6B is a GPT-J 6B model fine-tuned on a collection of high quality open source datasets which amount to 6 million messages. The primary goal of the model is to provide improved performance and generalization when generating multi-turn dialogue for characters that were not present from within the fine tuning data. The prompted performance has especially improved over the predecessor model [C1-6B](https://huggingface.co/hakurei/c1-6B). |\n",
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"| C1 by Haru | 6B | Chatbot | C1 has been trained on various internet chatrooms, it makes the basis for an interesting chatbot model and has been optimized to be used in the Chatmode. |\n",
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"| Neo(X) by EleutherAI | 20B | Generic | NeoX is the largest EleutherAI model currently available, being a generic model it is not particularly trained towards anything and can do a variety of writing, Q&A and coding tasks. 20B's performance is closely compared to the 13B models and it is worth trying both especially if you have a task that does not involve english writing. Its behavior will be similar to the GPT-J-6B model since they are trained on the same dataset but with more sensitivity towards repetition penalty and with more knowledge. |\n",
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"| Fairseq Dense | 13B | Generic | Trained by Facebook Researchers this model stems from the MOE research project within Fairseq. This particular version has been converted by us for use in KoboldAI. It is known to be on par with the larger 20B model from EleutherAI and considered as better for pop culture and language tasks. Because the model has never seen a new line (enter) it may perform worse on formatting and paragraphing. |\n",
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"| GPT-J-6B by EleutherAI | 6B | Generic | This model serves as the basis for most other 6B models (Some being based on Fairseq Dense instead). Being trained on the Pile and not biased towards anything in particular it is suitable for a variety of tasks such as writing, Q&A and coding tasks. You will likely get better result with larger generic models or finetuned models. |\n",
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"\n",
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"\n",
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"# [GPU Edition Model Descriptions](https://colab.research.google.com/github/KoboldAI/KoboldAI-Client/blob/main/colab/GPU.ipynb)\n",
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Reference in New Issue