mirror of
https://github.com/LostRuins/koboldcpp.git
synced 2026-04-28 03:30:20 +00:00
277 lines
17 KiB
Text
277 lines
17 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"colab_type": "text",
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"id": "view-in-github"
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},
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"source": [
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"<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>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "2FCn5tmpn3UV"
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},
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"source": [
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"## Welcome to the Official KoboldCpp Colab Notebook\n",
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"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",
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"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",
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"\n",
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"Named models in the Model selector automatically use the optimal context settings as long as you do not load additional models such as an image generation model.\n",
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"\n",
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"**Keep this page open and occationally check for captcha's so that your AI is not shut down**"
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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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"id": "QNaj3u0jn3UW"
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},
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"outputs": [],
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"source": [
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"#@title v-- Tap this if you play on Mobile { display-mode: \"form\" }\n",
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"%%html\n",
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"<b>Ensure this audio is playing to prevent colab from shutting down, then start KoboldCpp below</b><br/>\n",
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"<audio autoplay=\"\" src=\"https://raw.githubusercontent.com/KoboldAI/KoboldAI-Client/main/colab/silence.m4a\" loop 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": "uJS9i_Dltv8Y"
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},
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"outputs": [],
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"source": [
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"# @title <b>v-- Enter your model below and then click this to start Koboldcpp</b> {\"display-mode\":\"form\"}\n",
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"#@markdown You will need to restart KoboldCpp with the play button when you make changes to these settings.\n",
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"Model = \"Tiefighter 13B\" # @param [\"=== KoboldAI Models ===\",\"Tiefighter 13B\",\"Estopia 13B\",\"Bookadventures 8B (Writing)\",\"=== Roleplay Models ===\",\"Cydonia 24B\",\"Broken Tutu 24B\",\"Dans PersonalityEngine 24B\",\"==== Adventure Models ====\",\"Harbinger 24B (Instruct)\",\"Muse 12B (Instruct)\",\"=== Image Recognition Models ===\",\"Qwen 3 VL\",\"=== Corporate Models ===\",\"Mistral Small 24B\",\"GPT OSS 20B\",\"Gemma 3n E4B it\",\"GLM4 9b chat\",\"=== Classic Models ===\",\"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/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",
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"Layers = 99 #@param [99]{allow-input: true}\n",
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"ContextSize = \"Default\" #@param [\"Default\",\"4096\",\"8192\"] {allow-input: true}\n",
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"FlashAttention = True #@param {type:\"boolean\"}\n",
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"Multiplayer = False #@param {type:\"boolean\"}\n",
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"DeleteExistingModels = True #@param {type:\"boolean\"}\n",
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"AlwaysUseManualSettings = False #@param {type:\"boolean\"}\n",
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"FACommand = \"\"\n",
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"MPCommand = \"\"\n",
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"#@markdown <hr>\n",
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"LoadVisionMMProjector = False #@param {type:\"boolean\"}\n",
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"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",
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"VCommand = \"\"\n",
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"#@markdown <hr>\n",
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"LoadImgModel = False #@param {type:\"boolean\"}\n",
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"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",
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"SCommand = \"\"\n",
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"#@markdown <hr>\n",
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"LoadSpeechModel = False #@param {type:\"boolean\"}\n",
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"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",
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"WCommand = \"\"\n",
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"#@markdown <hr>\n",
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"LoadTTSModel = False #@param {type:\"boolean\"}\n",
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"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\",\"https://huggingface.co/koboldcpp/tts/resolve/main/Kokoro_no_espeak_Q4.gguf\"]{allow-input: true}\n",
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"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",
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"TTSCommand = \"\"\n",
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"#@markdown <hr>\n",
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"LoadEmbeddingsModel = False #@param {type:\"boolean\"}\n",
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"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",
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"ECommand = \"\"\n",
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"#@markdown <hr>\n",
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"#@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",
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"AllowSaveToGoogleDrive = False #@param {type:\"boolean\"}\n",
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"SavGdriveCommand = \"\"\n",
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"#@markdown <hr>\n",
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"#@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",
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"MakeLocalTunnelFallback = False #@param {type:\"boolean\"}\n",
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"\n",
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"CustomCtxSize = \"\"\n",
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"CustomFlashAttention = True\n",
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"CustomMmproj = \"\"\n",
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"Customized = False\n",
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"if Model == \"Tiefighter 13B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter-GGUF/resolve/main/LLaMA2-13B-Tiefighter.Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"4096\"\n",
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" CustomMmproj = \"https://huggingface.co/koboldcpp/mmproj/resolve/main/llama-13b-mmproj-v1.5.Q4_1.gguf\"\n",
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"if Model == \"Estopia 13B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/KoboldAI/LLaMA2-13B-Estopia-GGUF/resolve/main/LLaMA2-13B-Estopia.Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"4096\"\n",
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" CustomMmproj = \"https://huggingface.co/koboldcpp/mmproj/resolve/main/llama-13b-mmproj-v1.5.Q4_1.gguf\"\n",
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"if Model == \"Bookadventures 8B (Writing)\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/KoboldAI/Llama-3.1-8B-BookAdventures-GGUF/resolve/main/Llama-3.1-8B-BookAdventures.Q6_K.gguf\"\n",
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" CustomCtxSize = \"65536\"\n",
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"if Model == \"Cydonia 24B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/bartowski/TheDrummer_Cydonia-24B-v4.2.0-GGUF/resolve/main/TheDrummer_Cydonia-24B-v4.2.0-Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"12288\"\n",
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"if Model == \"Broken Tutu 24B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/mradermacher/Broken-Tutu-24B-GGUF/resolve/main/Broken-Tutu-24B.Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"12288\"\n",
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"if Model == \"Dans PersonalityEngine 24B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/bartowski/PocketDoc_Dans-PersonalityEngine-V1.3.0-24b-GGUF/resolve/main/PocketDoc_Dans-PersonalityEngine-V1.3.0-24b-Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"12288\"\n",
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"if Model == \"Harbinger 24B (Instruct)\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/LatitudeGames/Harbinger-24B-GGUF/resolve/main/Harbinger-24B-Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"12288\"\n",
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"if Model == \"Muse 12B (Instruct)\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/LatitudeGames/Muse-12B-GGUF/resolve/main/Muse-12B-Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"49152\"\n",
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"if Model == \"Qwen 3 VL\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/unsloth/Qwen3-VL-8B-Instruct-GGUF/resolve/main/Qwen3-VL-8B-Instruct-Q6_K.gguf\"\n",
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" CustomMmproj = \"https://huggingface.co/unsloth/Qwen3-VL-8B-Instruct-GGUF/resolve/main/mmproj-BF16.gguf\"\n",
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" CustomCtxSize = \"32768\"\n",
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"if Model == \"Mistral Small 24B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/unsloth/Mistral-Small-3.2-24B-Instruct-2506-GGUF/resolve/main/Mistral-Small-3.2-24B-Instruct-2506-Q4_K_S.gguf\"\n",
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" CustomCtxSize = \"12288\"\n",
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"if Model == \"GPT OSS 20B\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/ggml-org/gpt-oss-20b-GGUF/resolve/main/gpt-oss-20b-mxfp4.gguf\"\n",
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" CustomCtxSize = \"32768\"\n",
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"if Model == \"Gemma 3n E4B it\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/unsloth/gemma-3n-E4B-it-GGUF/resolve/main/gemma-3n-E4B-it-Q6_K.gguf?download=true\"\n",
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" CustomCtxSize = \"65536\"\n",
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"if Model == \"GLM4 9b chat\":\n",
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" Customized = True\n",
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" Model = \"https://huggingface.co/unsloth/GLM-4-9B-0414-GGUF/resolve/main/GLM-4-9B-0414-Q6_K.gguf?download=true\"\n",
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" CustomCtxSize = \"65536\"\n",
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"\n",
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"if Customized and not any((AlwaysUseManualSettings, LoadImgModel, LoadTTSModel, LoadSpeechModel, LoadVisionMMProjector)):\n",
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" print(\"Overriding model settings to the optimal ones for your chosen model\")\n",
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" FlashAttention = CustomFlashAttention\n",
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" if CustomMmproj!=\"\":\n",
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" Mmproj = CustomMmproj\n",
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" LoadVisionMMProjector = True\n",
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" if ContextSize==\"Default\" and CustomCtxSize!=\"\":\n",
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" ContextSize = CustomCtxSize\n",
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"if ContextSize==\"Default\":\n",
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" ContextSize = \"4096\"\n",
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"\n",
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"import os, glob\n",
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"if not os.path.isfile(\"/opt/bin/nvidia-smi\"):\n",
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" 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",
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"\n",
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"if AllowSaveToGoogleDrive:\n",
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" print(\"Attempting to request access to save to your google drive...\")\n",
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" try:\n",
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" from google.colab import drive\n",
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" import os, json\n",
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" drive.mount('/content/drive', force_remount=True)\n",
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" if not os.path.exists(\"/content/drive/MyDrive\"):\n",
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" raise RuntimeError(\"Google Drive mount failed. Please grant permissions and try again.\")\n",
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" kcppdir = '/content/drive/MyDrive/koboldcpp_data'\n",
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" os.makedirs(kcppdir, exist_ok=True)\n",
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" savedatapath = os.path.join(kcppdir, \"koboldcpp_save_db.jsondb\")\n",
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" if not os.path.exists(savedatapath):\n",
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" settings_data = {}\n",
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" with open(savedatapath, \"w\") as json_file:\n",
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" json.dump(settings_data, json_file, indent=4)\n",
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" print(f\"Created new koboldcpp_save_db.jsondb at {savedatapath}\")\n",
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" else:\n",
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" print(f\"Loading saved data at {savedatapath}\")\n",
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" SavGdriveCommand = f\" --savedatafile {savedatapath}\"\n",
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" except Exception as e:\n",
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" print(f\"⚠️ Error: {e}\")\n",
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" print(\"Please ensure you grant Google Drive permissions and try again.\")\n",
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"\n",
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"%cd /content\n",
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"if Mmproj and LoadVisionMMProjector:\n",
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" VCommand = f\"--mmproj {Mmproj}\"\n",
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"else:\n",
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" SCommand = \"\"\n",
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"if ImgModel and LoadImgModel:\n",
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" SCommand = f\"--sdmodel {ImgModel} --sdthreads 4 --sdquant --sdclamped\"\n",
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"else:\n",
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" SCommand = \"\"\n",
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"if SpeechModel and LoadSpeechModel:\n",
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" WCommand = f\"--whispermodel {SpeechModel}\"\n",
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"else:\n",
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" WCommand = \"\"\n",
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"if TTSModel and WavTokModel and LoadTTSModel:\n",
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" TTSCommand = f\"--ttsmodel {TTSModel} --ttswavtokenizer {WavTokModel} --ttsgpu\"\n",
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"elif TTSModel and LoadTTSModel:\n",
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" TTSCommand = f\"--ttsmodel {TTSModel} --ttsgpu\"\n",
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"else:\n",
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" TTSCommand = \"\"\n",
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"if EmbeddingsModel and LoadEmbeddingsModel:\n",
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" ECommand = f\"--embeddingsmodel {EmbeddingsModel}\"\n",
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"else:\n",
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" ECommand = \"\"\n",
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"if FlashAttention:\n",
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" FACommand = \"--flashattention\"\n",
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"else:\n",
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" FACommand = \"\"\n",
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"if Multiplayer:\n",
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" MPCommand = \"--multiplayer\"\n",
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"else:\n",
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" MPCommand = \"\"\n",
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"\n",
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"ModelCommand = f\"--model {Model}\"\n",
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"\n",
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"if DeleteExistingModels:\n",
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" print(\"Deleting all cached models to redownload...\")\n",
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" patterns = ['*.gguf', '*.bin', '*.ggml']\n",
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" for pattern in patterns:\n",
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" for file_path in glob.glob(pattern):\n",
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" try:\n",
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" os.remove(file_path)\n",
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" print(f\"Deleted: {file_path}\")\n",
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" except Exception as e:\n",
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" print(f\"Failed to delete {file_path}: {e}\")\n",
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"\n",
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"\n",
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"!echo Downloading KoboldCpp, please wait...\n",
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"!wget -O dlfile.tmp https://kcpplinux.concedo.workers.dev && mv dlfile.tmp koboldcpp_linux\n",
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"!test -f koboldcpp_linux && echo Download Successful || echo Download Failed\n",
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"!chmod +x ./koboldcpp_linux\n",
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"!apt update\n",
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"!apt install aria2 -y\n",
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"\n",
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"if MakeLocalTunnelFallback:\n",
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" import urllib\n",
|
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" 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 $ModelCommand --usecuda 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
|
||
}
|