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feat(aio): entrypoint, update workflows (#1872)
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9 changed files with 191 additions and 16 deletions
98
aio/entrypoint.sh
Executable file
98
aio/entrypoint.sh
Executable file
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#!/bin/bash
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echo "===> LocalAI All-in-One (AIO) container starting..."
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GPU_ACCELERATION=false
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GPU_VENDOR=""
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function detect_gpu() {
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case "$(uname -s)" in
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Linux)
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if lspci | grep -E 'VGA|3D' | grep -iq nvidia; then
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echo "NVIDIA GPU detected"
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# nvidia-smi should be installed in the container
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if nvidia-smi; then
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GPU_ACCELERATION=true
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GPU_VENDOR=nvidia
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else
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echo "NVIDIA GPU detected, but nvidia-smi is not installed. GPU acceleration will not be available."
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fi
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elif lspci | grep -E 'VGA|3D' | grep -iq amd; then
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echo "AMD GPU detected"
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# Check if ROCm is installed
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if [ -d /opt/rocm ]; then
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GPU_ACCELERATION=true
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GPU_VENDOR=amd
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else
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echo "AMD GPU detected, but ROCm is not installed. GPU acceleration will not be available."
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fi
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elif lspci | grep -E 'VGA|3D' | grep -iq intel; then
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echo "Intel GPU detected"
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if [ -d /opt/intel ]; then
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GPU_ACCELERATION=true
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else
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echo "Intel GPU detected, but Intel GPU drivers are not installed. GPU acceleration will not be available."
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fi
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fi
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;;
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Darwin)
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if system_profiler SPDisplaysDataType | grep -iq 'Metal'; then
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echo "Apple Metal supported GPU detected"
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GPU_ACCELERATION=true
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GPU_VENDOR=apple
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fi
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;;
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esac
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}
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function detect_gpu_size() {
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if [ "$GPU_ACCELERATION" = true ]; then
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GPU_SIZE=gpu-8g
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fi
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# Attempting to find GPU memory size for NVIDIA GPUs
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if echo "$gpu_model" | grep -iq nvidia; then
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echo "NVIDIA GPU detected. Attempting to find memory size..."
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nvidia_sm=($(nvidia-smi --query-gpu=memory.total --format=csv,noheader,nounits))
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if [ ! -z "$nvidia_sm" ]; then
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echo "Total GPU Memory: ${nvidia_sm[0]} MiB"
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else
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echo "Unable to determine NVIDIA GPU memory size."
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fi
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# if bigger than 8GB, use 16GB
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#if [ "$nvidia_sm" -gt 8192 ]; then
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# GPU_SIZE=gpu-16g
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#fi
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else
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echo "Non-NVIDIA GPU detected. GPU memory size detection for non-NVIDIA GPUs is not supported in this script."
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fi
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# default to cpu if GPU_SIZE is not set
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if [ -z "$GPU_SIZE" ]; then
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GPU_SIZE=cpu
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fi
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}
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function check_vars() {
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if [ -z "$MODELS" ]; then
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echo "MODELS environment variable is not set. Please set it to a comma-separated list of model YAML files to load."
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exit 1
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fi
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if [ -z "$SIZE" ]; then
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echo "SIZE environment variable is not set. Please set it to one of the following: cpu, gpu-8g, gpu-16g, apple"
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exit 1
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fi
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}
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detect_gpu
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detect_gpu_size
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SIZE=${SIZE:-$GPU_SIZE} # default to cpu
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MODELS=${MODELS:-/aio/${SIZE}/embeddings.yaml,/aio/${SIZE}/text-to-speech.yaml,/aio/${SIZE}/image-gen.yaml,/aio/${SIZE}/text-to-text.yaml,/aio/${SIZE}/speech-to-text.yaml,/aio/${SIZE}/vision.yaml}
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check_vars
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echo "Starting LocalAI with the following models: $MODELS"
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/build/entrypoint.sh "$@"
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