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Merge pull request #419 from guruswarupa/ollama
ollama setup and utility to run the models locally
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Chris Titus
GitHub
commit
f888e5e186
209
tabs/utils/ollama.sh
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209
tabs/utils/ollama.sh
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#!/bin/sh -e
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. ../common-script.sh
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installollama() {
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clear
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printf "%b\n" "${YELLOW}Checking if ollama is already installed...${RC}"
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# Check if ollama is already installed
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if command_exists ollama; then
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printf "%b\n" "${GREEN}ollama is already installed.${RC}"
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else
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printf "%b\n" "${YELLOW}Installing ollama...${RC}"
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curl -fsSL https://ollama.com/install.sh | sh
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$ESCALATION_TOOL systemctl start ollama
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fi
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}
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list_models() {
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clear
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printf "%b\n" "${YELLOW}Listing all models available on your system...${RC}"
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ollama list
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}
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show_model_info() {
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clear
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list_models
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printf "%b\n" "${YELLOW}Enter the name of the model you want to show information for (e.g., llama3.1):${RC}"
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read -r model_name
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printf "%b\n" "${YELLOW}Showing information for model '$model_name'...${RC}"
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ollama show "$model_name"
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}
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# Function to display available models
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display_models() {
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clear
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printf "%b\n" "${RED}Available Models${RC}"
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printf "1. Llama 3.1 - 8B (4.7GB)\n"
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printf "2. Llama 3.1 - 70B (40GB)\n"
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printf "3. Llama 3.1 - 405B (231GB)\n"
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printf "4. Phi 3 Mini - 3.8B (2.3GB)\n"
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printf "5. Phi 3 Medium - 14B (7.9GB)\n"
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printf "6. Gemma 2 - 2B (1.6GB)\n"
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printf "7. Gemma 2 - 9B (5.5GB)\n"
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printf "8. Gemma 2 - 27B (16GB)\n"
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printf "9. Mistral - 7B (4.1GB)\n"
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printf "10. Moondream 2 - 1.4B (829MB)\n"
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printf "11. Neural Chat - 7B (4.1GB)\n"
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printf "12. Starling - 7B (4.1GB)\n"
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printf "13. Code Llama - 7B (3.8GB)\n"
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printf "14. Llama 2 Uncensored - 7B (3.8GB)\n"
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printf "15. LLaVA - 7B (4.5GB)\n"
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printf "16. Solar - 10.7B (6.1GB)\n"
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}
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# Function to select model based on user input
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select_model() {
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local choice="$1"
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case $choice in
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1) echo "llama3.1";;
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2) echo "llama3.1:70b";;
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3) echo "llama3.1:405b";;
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4) echo "phi3";;
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5) echo "phi3:medium";;
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6) echo "gemma2:2b";;
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7) echo "gemma2";;
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8) echo "gemma2:27b";;
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9) echo "mistral";;
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10) echo "moondream";;
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11) echo "neural-chat";;
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12) echo "starling-lm";;
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13) echo "codellama";;
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14) echo "llama2-uncensored";;
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15) echo "llava";;
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16) echo "solar";;
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*) echo "$choice";; # Treat any other input as a custom model name
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esac
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}
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run_model() {
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clear
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display_models
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printf "%b\n" "${GREEN}Installed Models${RC}"
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installed_models=$(ollama list)
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printf "%b\n" "${installed_models}"
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printf "%b\n" "${YELLOW}Custom Models${RC}"
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custom_models=$(ollama list | grep 'custom-model-prefix')
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printf "%b\n" "${YELLOW}Please select a model to run:${RC}"
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printf "%b\n" "${YELLOW}Enter the number corresponding to the model or enter the name of a custom model:${RC}"
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read -r model_choice
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model=$(select_model "$model_choice")
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printf "%b\n" "${YELLOW}Running the model: $model...${RC}"
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ollama run "$model"
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}
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create_model() {
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clear
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printf "%b\n" "${YELLOW}Let's create a new model in Ollama!${RC}"
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display_models
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# Prompt for base model
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printf "%b\n" "${YELLOW}Enter the base model (e.g. '13' for codellama):${RC}"
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read -r base_model
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model=$(select_model "$base_model")
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printf "%b\n" "${YELLOW}Running the model: $model...${RC}"
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ollama pull "$model"
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# Prompt for custom model name
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printf "%b\n" "${YELLOW}Enter a name for the new customized model:${RC}"
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read -r custom_model_name
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# Prompt for temperature setting
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printf "%b\n" "${YELLOW}Enter the desired temperature (higher values are more creative, lower values are more coherent, e.g., 1):${RC}"
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read -r temperature
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if [ -z "$temperature" ]; then
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temperature=${temperature:-1}
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fi
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# Prompt for system message
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printf "%b\n" "${YELLOW}Enter the system message for the model customization (e.g., 'You are Mario from Super Mario Bros. Answer as Mario, the assistant, only.'):${RC}"
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read -r system_message
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# Create the Modelfile
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printf "%b\n" "${YELLOW}Creating the Modelfile...${RC}"
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cat << EOF > Modelfile
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FROM $base_model
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# set the temperature to $temperature
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PARAMETER temperature $temperature
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# set the system message
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SYSTEM """
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$system_message
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"""
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EOF
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# Create the model in Ollama
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printf "%b\n" "${YELLOW}Creating the model in Ollama...${RC}"
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ollama create "$custom_model_name" -f Modelfile
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printf "%b\n" "${GREEN}Model '$custom_model_name' created successfully.${RC}"
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}
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# Function to remove a model
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remove_model() {
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clear
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printf "%b\n" "${GREEN}Installed Models${RC}"
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installed_models=$(ollama list)
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printf "%b\n" "${installed_models}"
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printf "%b\n" "${YELLOW}Please select a model to remove:${RC}"
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printf "%b\n" "${YELLOW}Enter the name of the model you want to remove:${RC}"
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read -r model_to_remove
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if echo "$installed_models" | grep -q "$model_to_remove"; then
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printf "%b\n" "${YELLOW}Removing the model: $model_to_remove...${RC}"
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ollama rm "$model_to_remove"
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printf "%b\n" "${GREEN}Model '$model_to_remove' has been removed.${RC}"
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else
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printf "%b\n" "${RED}Model '$model_to_remove' is not installed. Exiting.${RC}"
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exit 1
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fi
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}
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menu() {
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while true; do
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clear
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printf "%b\n" "${YELLOW}Please select an option:${RC}"
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printf "1) List all models\n"
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printf "2) Show model information\n"
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printf "3) Create a new model\n"
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printf "4) Run a model\n"
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printf "5) Remove a model\n"
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printf "6) Exit\n"
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printf "%b" "${YELLOW}Enter your choice (1-5): ${RC}"
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read -r choice
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case $choice in
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1) list_models ;;
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2) show_model_info ;;
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3) create_model ;;
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4) run_model ;;
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5) remove_model;;
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6) printf "%b\n" "${GREEN}Exiting...${RC}"; exit 0 ;;
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*) printf "%b\n" "${RED}Invalid choice. Please try again.${RC}" ;;
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esac
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printf "%b\n" "${YELLOW}Press Enter to continue...${RC}"
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read -r dummy
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done
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}
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checkEnv
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checkEscalationTool
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installollama
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menu
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@ -12,6 +12,10 @@ script = "bluetooth-control.sh"
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name = "Numlock on Startup"
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script = "numlock.sh"
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[[data]]
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name = "Ollama"
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script = "ollama.sh"
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[[data]]
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name = "Service Manager"
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script = "service-control.sh"
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