{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "view-in-github"
   },
   "source": [
    "<a href=\"https://colab.research.google.com/github/LostRuins/koboldcpp/blob/concedo/colab.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "2FCn5tmpn3UV"
   },
   "source": [
    "## Welcome to the Official KoboldCpp Colab Notebook\n",
    "It's really easy to get started. Just press the two **Play** buttons below, and then connect to the **Cloudflare URL** shown at the end.\n",
    "You can select a model from the dropdown, or enter a **custom URL** to a GGUF model (Example: `https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter-GGUF/resolve/main/LLaMA2-13B-Tiefighter.Q4_K_M.gguf`)\n",
    "\n",
    "**Keep this page open and occationally check for captcha's so that your AI is not shut down**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "QNaj3u0jn3UW"
   },
   "outputs": [],
   "source": [
    "#@title <-- Tap this if you play on Mobile { display-mode: \"form\" }\n",
    "%%html\n",
    "<b>Press play on the music player to keep the tab alive, then start KoboldCpp below</b><br/>\n",
    "<audio autoplay=\"\" src=\"https://raw.githubusercontent.com/KoboldAI/KoboldAI-Client/main/colab/silence.m4a\" loop controls>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "cellView": "form",
    "id": "uJS9i_Dltv8Y"
   },
   "outputs": [],
   "source": [
    "#@title <b>v-- Enter your model below and then click this to start Koboldcpp</b>\n",
    "\n",
    "Model = \"https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter-GGUF/resolve/main/LLaMA2-13B-Tiefighter.Q4_K_S.gguf\" #@param [\"https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter-GGUF/resolve/main/LLaMA2-13B-Tiefighter.Q4_K_S.gguf\",\"https://huggingface.co/KoboldAI/LLaMA2-13B-Estopia-GGUF/resolve/main/LLaMA2-13B-Estopia.Q4_K_S.gguf\",\"https://huggingface.co/mradermacher/Fimbulvetr-11B-v2-GGUF/resolve/main/Fimbulvetr-11B-v2.Q4_K_S.gguf\",\"https://huggingface.co/TheBloke/MythoMax-L2-13B-GGUF/resolve/main/mythomax-l2-13b.Q4_K_M.gguf\",\"https://huggingface.co/TheBloke/ReMM-SLERP-L2-13B-GGUF/resolve/main/remm-slerp-l2-13b.Q4_K_M.gguf\",\"https://huggingface.co/TheBloke/Xwin-LM-13B-v0.2-GGUF/resolve/main/xwin-lm-13b-v0.2.Q4_K_M.gguf\",\"https://huggingface.co/mradermacher/mini-magnum-12b-v1.1-GGUF/resolve/main/mini-magnum-12b-v1.1.Q4_K_S.gguf\",\"https://huggingface.co/TheBloke/Stheno-L2-13B-GGUF/resolve/main/stheno-l2-13b.Q4_K_M.gguf\",\"https://huggingface.co/TheBloke/MythoMax-L2-Kimiko-v2-13B-GGUF/resolve/main/mythomax-l2-kimiko-v2-13b.Q4_K_M.gguf\",\"https://huggingface.co/bartowski/Rocinante-12B-v1.1-GGUF/resolve/main/Rocinante-12B-v1.1-Q4_K_S.gguf\",\"https://huggingface.co/KoboldAI/Llama-3.1-8B-BookAdventures-GGUF/resolve/main/Llama-3.1-8B-BookAdventures.Q4_K_S.gguf\",\"https://huggingface.co/TheBloke/MistRP-Airoboros-7B-GGUF/resolve/main/mistrp-airoboros-7b.Q4_K_S.gguf\",\"https://huggingface.co/TheBloke/airoboros-mistral2.2-7B-GGUF/resolve/main/airoboros-mistral2.2-7b.Q4_K_S.gguf\",\"https://huggingface.co/concedo/KobbleTinyV2-1.1B-GGUF/resolve/main/KobbleTiny-Q4_K.gguf\",\"https://huggingface.co/grimjim/kukulemon-7B-GGUF/resolve/main/kukulemon-7B.Q8_0.gguf\",\"https://huggingface.co/mradermacher/LemonKunoichiWizardV3-GGUF/resolve/main/LemonKunoichiWizardV3.Q4_K_M.gguf\",\"https://huggingface.co/Lewdiculous/Kunoichi-DPO-v2-7B-GGUF-Imatrix/resolve/main/Kunoichi-DPO-v2-7B-Q4_K_M-imatrix.gguf\",\"https://huggingface.co/mradermacher/L3-8B-Stheno-v3.2-i1-GGUF/resolve/main/L3-8B-Stheno-v3.2.i1-Q4_K_M.gguf\",\"https://huggingface.co/Lewdiculous/Llama-3-Lumimaid-8B-v0.1-OAS-GGUF-IQ-Imatrix/resolve/main/v2-Llama-3-Lumimaid-8B-v0.1-OAS-Q4_K_M-imat.gguf\",\"https://huggingface.co/bartowski/NeuralDaredevil-8B-abliterated-GGUF/resolve/main/NeuralDaredevil-8B-abliterated-Q4_K_M.gguf\",\"https://huggingface.co/bartowski/L3-8B-Lunaris-v1-GGUF/resolve/main/L3-8B-Lunaris-v1-Q4_K_M.gguf\",\"https://huggingface.co/mradermacher/L3-Umbral-Mind-RP-v2.0-8B-GGUF/resolve/main/L3-Umbral-Mind-RP-v2.0-8B.Q4_K_M.gguf\",\"https://huggingface.co/bartowski/TheDrummer_Cydonia-24B-v2-GGUF/resolve/main/TheDrummer_Cydonia-24B-v2-Q4_K_S.gguf\",\"https://huggingface.co/bartowski/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-GGUF/resolve/main/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-IQ4_XS.gguf\"]{allow-input: true}\n",
    "Layers = 99 #@param [99]{allow-input: true}\n",
    "ContextSize = 4096 #@param [4096,8192] {allow-input: true}\n",
    "FlashAttention = True #@param {type:\"boolean\"}\n",
    "Multiplayer = False #@param {type:\"boolean\"}\n",
    "FACommand = \"\"\n",
    "MPCommand = \"\"\n",
    "#@markdown <hr>\n",
    "LoadVisionMMProjector = False #@param {type:\"boolean\"}\n",
    "Mmproj = \"https://huggingface.co/koboldcpp/mmproj/resolve/main/llama-13b-mmproj-v1.5.Q4_1.gguf\" #@param [\"https://huggingface.co/koboldcpp/mmproj/resolve/main/llama-13b-mmproj-v1.5.Q4_1.gguf\",\"https://huggingface.co/koboldcpp/mmproj/resolve/main/mistral-7b-mmproj-v1.5-Q4_1.gguf\",\"https://huggingface.co/koboldcpp/mmproj/resolve/main/llama-7b-mmproj-v1.5-Q4_0.gguf\",\"https://huggingface.co/koboldcpp/mmproj/resolve/main/LLaMA3-8B_mmproj-Q4_1.gguf\"]{allow-input: true}\n",
    "VCommand = \"\"\n",
    "#@markdown <hr>\n",
    "LoadImgModel = False #@param {type:\"boolean\"}\n",
    "ImgModel = \"https://huggingface.co/koboldcpp/imgmodel/resolve/main/imgmodel_ftuned_q4_0.gguf\" #@param [\"https://huggingface.co/koboldcpp/imgmodel/resolve/main/imgmodel_ftuned_q4_0.gguf\"]{allow-input: true}\n",
    "SCommand = \"\"\n",
    "#@markdown <hr>\n",
    "LoadSpeechModel = False #@param {type:\"boolean\"}\n",
    "SpeechModel = \"https://huggingface.co/koboldcpp/whisper/resolve/main/whisper-base.en-q5_1.bin\" #@param [\"https://huggingface.co/koboldcpp/whisper/resolve/main/whisper-base.en-q5_1.bin\"]{allow-input: true}\n",
    "WCommand = \"\"\n",
    "#@markdown <hr>\n",
    "LoadTTSModel = False #@param {type:\"boolean\"}\n",
    "TTSModel = \"https://huggingface.co/koboldcpp/tts/resolve/main/OuteTTS-0.2-500M-Q4_0.gguf\" #@param [\"https://huggingface.co/koboldcpp/tts/resolve/main/OuteTTS-0.2-500M-Q4_0.gguf\"]{allow-input: true}\n",
    "WavTokModel = \"https://huggingface.co/koboldcpp/tts/resolve/main/WavTokenizer-Large-75-Q4_0.gguf\" #@param [\"https://huggingface.co/koboldcpp/tts/resolve/main/WavTokenizer-Large-75-Q4_0.gguf\"]{allow-input: true}\n",
    "TTSCommand = \"\"\n",
    "#@markdown <hr>\n",
    "LoadEmbeddingsModel = False #@param {type:\"boolean\"}\n",
    "EmbeddingsModel = \"https://huggingface.co/yixuan-chia/snowflake-arctic-embed-s-GGUF/resolve/main/snowflake-arctic-embed-s-Q4_0.gguf\" #@param [\"https://huggingface.co/yixuan-chia/snowflake-arctic-embed-s-GGUF/resolve/main/snowflake-arctic-embed-s-Q4_0.gguf\"]{allow-input: true}\n",
    "ECommand = \"\"\n",
    "#@markdown <hr>\n",
    "#@markdown This enables saving stories directly to your google drive. You will have to grant permissions, and then you can access the saves from the \"KoboldCpp Server Storage\" option.\n",
    "AllowSaveToGoogleDrive = False #@param {type:\"boolean\"}\n",
    "SavGdriveCommand = \"\"\n",
    "#@markdown <hr>\n",
    "#@markdown Only select the following box if regular cloudflare tunnel fails to work. It will generate an inferior localtunnel tunnel, which you can use after entering a password.\n",
    "MakeLocalTunnelFallback = False #@param {type:\"boolean\"}\n",
    "\n",
    "import os\n",
    "if not os.path.isfile(\"/opt/bin/nvidia-smi\"):\n",
    "  raise RuntimeError(\"⚠️Colab did not give you a GPU due to usage limits, this can take a few hours before they let you back in. Check out https://lite.koboldai.net for a free alternative (that does not provide an API link but can load KoboldAI saves and chat cards) or subscribe to Colab Pro for immediate access.⚠️\")\n",
    "\n",
    "if AllowSaveToGoogleDrive:\n",
    "  print(\"Attempting to request access to save to your google drive...\")\n",
    "  try:\n",
    "    from google.colab import drive\n",
    "    import os, json\n",
    "    drive.mount('/content/drive', force_remount=True)\n",
    "    if not os.path.exists(\"/content/drive/MyDrive\"):\n",
    "      raise RuntimeError(\"Google Drive mount failed. Please grant permissions and try again.\")\n",
    "    kcppdir = '/content/drive/MyDrive/koboldcpp_data'\n",
    "    os.makedirs(kcppdir, exist_ok=True)\n",
    "    savedatapath = os.path.join(kcppdir, \"koboldcpp_save_db.jsondb\")\n",
    "    if not os.path.exists(savedatapath):\n",
    "        settings_data = {}\n",
    "        with open(savedatapath, \"w\") as json_file:\n",
    "            json.dump(settings_data, json_file, indent=4)\n",
    "        print(f\"Created new koboldcpp_save_db.jsondb at {savedatapath}\")\n",
    "    else:\n",
    "        print(f\"Loading saved data at {savedatapath}\")\n",
    "    SavGdriveCommand = f\" --savedatafile {savedatapath}\"\n",
    "  except Exception as e:\n",
    "    print(f\"⚠️ Error: {e}\")\n",
    "    print(\"Please ensure you grant Google Drive permissions and try again.\")\n",
    "\n",
    "%cd /content\n",
    "if Mmproj and LoadVisionMMProjector:\n",
    "  VCommand = \"--mmproj vmodel.gguf\"\n",
    "else:\n",
    "  SCommand = \"\"\n",
    "if ImgModel and LoadImgModel:\n",
    "  SCommand = \"--sdmodel imodel.gguf --sdthreads 4 --sdquant --sdclamped\"\n",
    "else:\n",
    "  SCommand = \"\"\n",
    "if SpeechModel and LoadSpeechModel:\n",
    "  WCommand = \"--whispermodel wmodel.bin\"\n",
    "else:\n",
    "  WCommand = \"\"\n",
    "if TTSModel and WavTokModel and LoadTTSModel:\n",
    "  TTSCommand = \"--ttsmodel ttsmodel.bin --ttswavtokenizer ttswavtok.bin --ttsgpu\"\n",
    "else:\n",
    "  TTSCommand = \"\"\n",
    "if EmbeddingsModel and LoadEmbeddingsModel:\n",
    "  ECommand = \"--embeddingsmodel emodel.bin\"\n",
    "else:\n",
    "  ECommand = \"\"\n",
    "if FlashAttention:\n",
    "  FACommand = \"--flashattention\"\n",
    "else:\n",
    "  FACommand = \"\"\n",
    "if Multiplayer:\n",
    "  MPCommand = \"--multiplayer\"\n",
    "else:\n",
    "  MPCommand = \"\"\n",
    "\n",
    "!echo Downloading KoboldCpp, please wait...\n",
    "!wget -O dlfile.tmp https://kcpplinux.concedo.workers.dev && mv dlfile.tmp koboldcpp_linux\n",
    "!test -f koboldcpp_linux && echo Download Successful || echo Download Failed\n",
    "!chmod +x ./koboldcpp_linux\n",
    "!apt update\n",
    "!apt install aria2 -y\n",
    "# simple fix for a common URL mistake\n",
    "if \"https://huggingface.co/\" in Model and \"/blob/main/\" in Model:\n",
    "    Model = Model.replace(\"/blob/main/\", \"/resolve/main/\")\n",
    "!aria2c -x 10 -o model.gguf --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $Model\n",
    "if VCommand:\n",
    "  !aria2c -x 10 -o vmodel.gguf --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $Mmproj\n",
    "if SCommand:\n",
    "  !aria2c -x 10 -o imodel.gguf --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $ImgModel\n",
    "if WCommand:\n",
    "  !aria2c -x 10 -o wmodel.bin --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $SpeechModel\n",
    "if TTSCommand:\n",
    "  !aria2c -x 10 -o ttsmodel.bin --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $TTSModel\n",
    "  !aria2c -x 10 -o ttswavtok.bin --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $WavTokModel\n",
    "if ECommand:\n",
    "  !aria2c -x 10 -o emodel.bin --summary-interval=5 --download-result=default --allow-overwrite=true --file-allocation=none $EmbeddingsModel\n",
    "\n",
    "if MakeLocalTunnelFallback:\n",
    "  import urllib\n",
    "  print(\"Trying to use LocalTunnel as a fallback tunnel (not so good)...\")\n",
    "  ltpw = urllib.request.urlopen('https://loca.lt/mytunnelpassword').read().decode('utf8').strip(\"\\n\")\n",
    "  !nohup npx --yes localtunnel --port 5001 > lt.log 2>&1 &\n",
    "  !sleep 8\n",
    "  print(\"=================\")\n",
    "  print(\"(LocalTunnel Results)\")\n",
    "  !cat lt.log\n",
    "  print(f\"Please open the above link, and input the password '{ltpw}'\\nYour KoboldCpp will start shortly...\")\n",
    "  print(\"=================\")\n",
    "  !sleep 10\n",
    "!./koboldcpp_linux model.gguf --usecublas 0 mmq --chatcompletionsadapter AutoGuess --multiuser --gpulayers $Layers --contextsize $ContextSize --websearch --quiet --remotetunnel $FACommand $MPCommand $VCommand $SCommand $WCommand $TTSCommand $ECommand $SavGdriveCommand\n"
   ]
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "cell_execution_strategy": "setup",
   "gpuType": "T4",
   "include_colab_link": true,
   "private_outputs": true,
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3",
   "name": "python3"
  },
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
