scripts/Model_downloader/Download-FLUX-Models.ps1

param(
    # Accepte le chemin d'installation du script principal.
    # Par défaut, utilise son propre dossier s'il est lancé seul.
    [string]$InstallPath = $PSScriptRoot
)

<#
.SYNOPSIS
    A fully refactored and corrected PowerShell script to interactively download FLUX models for ComfyUI.
.DESCRIPTION
    This version corrects logging paths when called from a parent script, fixes all download logic,
    and provides user guidance based on GPU VRAM.
#>

#===========================================================================
# SECTION 1: HELPER FUNCTIONS & SETUP
#===========================================================================
$InstallPath = $InstallPath.Trim('"')
function Write-Log { 
    param([string]$Message, [string]$Color = "White") 
    # Utilise $InstallPath (passé en argument) pour trouver le bon dossier de logs
    $logFile = Join-Path $InstallPath "logs\install_log.txt"
    $formattedMessage = "[$([DateTime]::Now.ToString('yyyy-MM-dd HH:mm:ss'))] [ModelDownloader] $Message"
    Write-Host $Message -ForegroundColor $Color
    Add-Content -Path $logFile -Value $formattedMessage -ErrorAction SilentlyContinue
}

function Invoke-AndLog { 
    param([string]$File, [string]$Arguments) 
    # Utilise $InstallPath pour trouver le bon dossier de logs
    $logFile = Join-Path $InstallPath "logs\install_log.txt"
    $commandToRun = "`"$File`" $Arguments"
    $cmdArguments = "/C `"$commandToRun >> `"`"$logFile`"`" 2>&1`""
    try { 
        Start-Process -FilePath "cmd.exe" -ArgumentList $cmdArguments -Wait -WindowStyle Hidden 
    } catch { 
        Write-Log "FATAL ERROR trying to execute command: $commandToRun" -Color Red 
    } 
}

function Download-File { 
    param([string]$Uri, [string]$OutFile) 
    if (Test-Path $OutFile) { 
        Write-Log "Skipping: $((Split-Path $OutFile -Leaf)) (already exists)." -Color Gray 
    } else { 
        $fileName = Split-Path -Path $Uri -Leaf
        if (Get-Command 'aria2c' -ErrorAction SilentlyContinue) { 
            Write-Log "Downloading: $fileName"
            $aria_args = "-c -x 16 -s 16 -k 1M --dir=`"$((Split-Path $OutFile -Parent))`" --out=`"$((Split-Path $OutFile -Leaf))`" `"$Uri`""
            Invoke-AndLog "aria2c" $aria_args 
        } else { 
            Write-Log "Aria2 not found. Falling back to standard download: $fileName" -Color Yellow
            Invoke-WebRequest -Uri $Uri -OutFile $OutFile 
        } 
    } 
}

function Ask-Question { 
    param([string]$Prompt, [string[]]$Choices, [string[]]$ValidAnswers) 
    $choice = ''
    while ($choice -notin $ValidAnswers) { 
        Write-Log "`n$Prompt" -Color Yellow
        foreach ($line in $Choices) { 
            Write-Host "  $line" -ForegroundColor Green 
        }
        $choice = (Read-Host "Enter your choice and press Enter").ToUpper()
        if ($choice -notin $ValidAnswers) { 
            Write-Log "Invalid choice. Please try again." -Color Red 
        } 
    }
    return $choice 
}

#===========================================================================
# SECTION 2: SCRIPT EXECUTION
#===========================================================================

$modelsPath = Join-Path $InstallPath "models"
if (-not (Test-Path $modelsPath)) {
    Write-Log "Le dossier des modèles n'existe pas, création en cours..." -Color Yellow
    # Crée le dossier (et tous les dossiers parents nécessaires grâce à -Force)
    New-Item -Path $modelsPath -ItemType Directory -Force | Out-Null
}

# --- GPU Detection ---
Write-Log "-------------------------------------------------------------------------------"
Write-Log "Checking for NVIDIA GPU to provide model recommendations..." -Color Yellow
if (Get-Command 'nvidia-smi' -ErrorAction SilentlyContinue) {
    try {
        $gpuInfoCsv = nvidia-smi --query-gpu=name,memory.total --format=csv,noheader
        if ($gpuInfoCsv) {
            $gpuInfoParts = $gpuInfoCsv.Split(',')
            $gpuName = $gpuInfoParts[0].Trim()
            $gpuMemoryMiB = ($gpuInfoParts[1] -replace ' MiB').Trim()
            $gpuMemoryGiB = [math]::Round([int]$gpuMemoryMiB / 1024)
            
            Write-Log "GPU : $gpuName" -Color Green
            Write-Log "VRAM : $gpuMemoryGiB GB" -Color Green
            
            if ($gpuMemoryGiB -ge 30) {
                Write-Log "Recommandation: fp16" -Color Cyan
            } elseif ($gpuMemoryGiB -ge 18) {
                Write-Log "Recommandation: fp8 or GGUF Q8" -Color Cyan
            } elseif ($gpuMemoryGiB -ge 16) {
                Write-Log "Recommandation: GGUF Q6" -Color Cyan
            }elseif ($gpuMemoryGiB -ge 14) {
                Write-Log "Recommandation: GGUF Q5" -Color Cyan
            }elseif ($gpuMemoryGiB -ge 12) {
                Write-Log "Recommandation: GGUF Q4" -Color Cyan
            }elseif ($gpuMemoryGiB -ge 8) {
                Write-Log "Recommandation: GGUF Q3" -Color Cyan
            }else {
                Write-Log "Recommandation: GGUF Q2" -Color Cyan
            }
        }
    } catch {
        Write-Log "Impossible de récupérer les informations GPU. Erreur: $($_.Exception.Message)" -Color Red
    }
} else {
    Write-Log "Aucun GPU NVIDIA detecte (nvidia-smi introuvable). Choisissez selon votre matériel." -Color Gray
}
Write-Log "-------------------------------------------------------------------------------"

# --- Ask all questions first ---
$fluxChoice = Ask-Question -Prompt "Do you want to download FLUX base models?" -Choices @("A) fp16", "B) fp8", "C) All", "D) No") -ValidAnswers @("A", "B", "C", "D")
$ggufChoice = Ask-Question -Prompt "Do you want to download FLUX GGUF models?" -Choices @("A) Q8 (18GB VRAM)","B) Q6 (14GB VRAM)", "C) Q5 (12GB VRAM)", "D) Q4 (10GB VRAM)", "E) Q3 (8GB VRAM)", "F) Q2 (6GB VRAM)", "G) All", "H) No") -ValidAnswers @("A", "B", "C", "D", "E", "F", "G", "H")
$schnellChoice = Ask-Question -Prompt "Do you want to download the FLUX SCHNELL model?" -Choices @("A) Yes", "B) No") -ValidAnswers @("A", "B")
$controlnetChoice = Ask-Question -Prompt "Do you want to download FLUX ControlNet models?" -Choices @("A) fp16", "B) fp8", "C) Q8", "D) Q5", "E) Q4", "F) All", "G) No") -ValidAnswers @("A", "B", "C", "D", "E", "F", "G")
$fillChoice = Ask-Question -Prompt "Do you want to download FLUX Fill models?" -Choices @("A) fp16", "B) fp8", "C) Q8", "D) Q6", "E) Q5", "F) Q4", "G) Q3", "H) All", "I) No") -ValidAnswers @("A", "B", "C", "D", "E", "F", "G", "H", "I")
$pulidChoice = Ask-Question -Prompt "Do you want to download FLUX PuLID and REDUX models?" -Choices @("A) Yes", "B) No") -ValidAnswers @("A", "B")
$upscaleChoice = Ask-Question -Prompt "Do you want to download Upscaler models ?" -Choices @("A) Yes", "B) No") -ValidAnswers @("A", "B")
$loraChoice = Ask-Question -Prompt "Do you want to download UmeAiRT LoRAs?" -Choices @("A) Yes", "B) No") -ValidAnswers @("A", "B")

# --- Download files based on answers ---
Write-Log "`nStarting downloads based on your choices..." -Color Cyan

# Définir tous les chemins une seule fois
$baseUrl = "https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models"
$fluxDir = Join-Path $modelsPath "diffusion_models\FLUX"
$clipDir = Join-Path $modelsPath "clip"
$vaeDir  = Join-Path $modelsPath "vae"
$unetFluxDir = Join-Path $modelsPath "unet\FLUX"
$controlnetDir = Join-Path $modelsPath "xlabs\controlnets"
$pulidDir = Join-Path $modelsPath "pulid"
$styleDir = Join-Path $modelsPath "style_models"
$loraDir = Join-Path $modelsPath "loras\FLUX"
$upscaleDir = Join-Path $modelsPath "upscale_models"

# Créer tous les dossiers nécessaires en une seule fois
$requiredDirs = @($fluxDir, $clipDir, $vaeDir, $unetFluxDir, $controlnetDir, $pulidDir, $styleDir, $loraDir)
foreach ($dir in $requiredDirs) {
    if (-not (Test-Path $dir)) {
        New-Item -Path $dir -ItemType Directory -Force | Out-Null
    }
}

# Vérifier si un téléchargement est nécessaire pour télécharger les fichiers communs
$doDownload = ($fluxChoice -ne 'D' -or $ggufChoice -ne 'H' -or $schnellChoice -eq 'A' -or $controlnetChoice -ne 'G' -or $pulidChoice -eq 'A' -or $loraChoice -eq 'A')

if ($doDownload) {
    Write-Log "`nDownloading common support models (VAE, CLIP)..."
    Download-File -Uri "$baseUrl/vae/ae.safetensors" -OutFile (Join-Path $vaeDir "ae.safetensors")
    Download-File -Uri "$baseUrl/clip/clip_l.safetensors" -OutFile (Join-Path $clipDir "clip_l.safetensors")
}

# FLUX Base Models
if ($fluxChoice -in 'A', 'C') {
    Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-dev-fp16.safetensors" -OutFile (Join-Path $fluxDir "flux1-dev-fp16.safetensors")
    Download-File -Uri "$baseUrl/clip/t5xxl_fp16.safetensors" -OutFile (Join-Path $clipDir "t5xxl_fp16.safetensors")
}
if ($fluxChoice -in 'B', 'C') {
    Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-dev-fp8.safetensors" -OutFile (Join-Path $fluxDir "flux1-dev-fp8.safetensors")
    Download-File -Uri "$baseUrl/clip/t5xxl_fp8_e4m3fn.safetensors" -OutFile (Join-Path $clipDir "t5xxl_fp8_e4m3fn.safetensors")
}

# GGUF Models
if ($ggufChoice -in 'A','G') { Download-File -Uri "$baseUrl/clip/t5-v1_1-xxl-encoder-Q8_0.gguf" -OutFile (Join-Path $clipDir "t5-v1_1-xxl-encoder-Q8_0.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q8_0.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q8_0.gguf") }
if ($ggufChoice -in 'B','G') { Download-File -Uri "$baseUrl/clip/t5-v1_1-xxl-encoder-Q6_K.gguf" -OutFile (Join-Path $clipDir "t5-v1_1-xxl-encoder-Q6_K.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q6_K.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q6_K.gguf") }
if ($ggufChoice -in 'C','G') { Download-File -Uri "$baseUrl/clip/t5-v1_1-xxl-encoder-Q5_K_M.gguf" -OutFile (Join-Path $clipDir "t5-v1_1-xxl-encoder-Q5_K_M.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q5_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q5_K_S.gguf") }
if ($ggufChoice -in 'D','G') { Download-File -Uri "$baseUrl/clip/t5-v1_1-xxl-encoder-Q4_K_S.gguf" -OutFile (Join-Path $clipDir "t5-v1_1-xxl-encoder-Q4_K_S.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q4_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q4_K_S.gguf") }
if ($ggufChoice -in 'E','G') { Download-File -Uri "$baseUrl/clip/t5-v1_1-xxl-encoder-Q3_K_S.gguf" -OutFile (Join-Path $clipDir "t5-v1_1-xxl-encoder-Q3_K_S.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q3_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q3_K_S.gguf") }
if ($ggufChoice -in 'F','G') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-dev-Q2_K.gguf" -OutFile (Join-Path $unetFluxDir "flux1-dev-Q2_K.gguf") }

# Schnell Model
if ($schnellChoice -eq 'A') {
    Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-schnell-fp8.safetensors" -OutFile (Join-Path $fluxDir "flux1-schnell-fp8.safetensors")
}

# ControlNet Models
if ($controlnetChoice -ne 'G') {
    if ($controlnetChoice -in 'A','B','F') { 
        Download-File -Uri "$baseUrl/xlabs/controlnets/flux-canny-controlnet-v3.safetensors" -OutFile (Join-Path $controlnetDir "flux-canny-controlnet-v3.safetensors")
        Download-File -Uri "$baseUrl/xlabs/controlnets/flux-depth-controlnet-v3.safetensors" -OutFile (Join-Path $controlnetDir "flux-depth-controlnet-v3.safetensors")
    }
    if ($controlnetChoice -in 'A','F') { Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-canny-dev-fp16.safetensors" -OutFile (Join-Path $fluxDir "flux1-canny-dev-fp16.safetensors"); Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-depth-dev-fp16.safetensors" -OutFile (Join-Path $fluxDir "flux1-depth-dev-fp16.safetensors") }
    if ($controlnetChoice -in 'B','F') { Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-canny-dev-fp8.safetensors" -OutFile (Join-Path $fluxDir "flux1-canny-dev-fp8.safetensors"); Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-depth-dev-fp8.safetensors" -OutFile (Join-Path $fluxDir "flux1-depth-dev-fp8.safetensors") }
    if ($controlnetChoice -in 'C','F') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-canny-dev-fp16-Q8_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-canny-dev-fp16-Q8_0-GGUF.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-depth-dev-fp16-Q8_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-depth-dev-fp16-Q8_0-GGUF.gguf") }
    if ($controlnetChoice -in 'D','F') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-canny-dev-fp16-Q5_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-canny-dev-fp16-Q5_0-GGUF.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-depth-dev-fp16-Q5_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-depth-dev-fp16-Q5_0-GGUF.gguf") }
    if ($controlnetChoice -in 'E','F') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-canny-dev-fp16-Q4_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-canny-dev-fp16-Q4_0-GGUF.gguf"); Download-File -Uri "$baseUrl/unet/FLUX/flux1-depth-dev-fp16-Q4_0-GGUF.gguf" -OutFile (Join-Path $unetFluxDir "flux1-depth-dev-fp16-Q4_0-GGUF.gguf") }
}

# Fill Models
if ($fillChoice -in 'A','H') { Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-fill-dev-fp16.safetensors" -OutFile (Join-Path $fluxDir "flux1-fill-dev-fp16.safetensors") }
if ($fillChoice -in 'B','H') { Download-File -Uri "$baseUrl/diffusion_models/FLUX/flux1-fill-dev-fp8.safetensors" -OutFile (Join-Path $fluxDir "flux1-fill-dev-fp8.safetensors") }
if ($fillChoice -in 'C','H') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-fill-dev-Q8_0.gguf" -OutFile (Join-Path $unetFluxDir "flux1-fill-dev-Q8_0.gguf") }
if ($fillChoice -in 'D','H') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-fill-dev-Q6_K.gguf" -OutFile (Join-Path $unetFluxDir "flux1-fill-dev-Q6_K.gguf") }
if ($fillChoice -in 'E','H') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-fill-dev-Q5_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-fill-dev-Q5_K_S.gguf") }
if ($fillChoice -in 'F','H') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-fill-dev-Q4_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-fill-dev-Q4_K_S.gguf") }
if ($fillChoice -in 'G','H') { Download-File -Uri "$baseUrl/unet/FLUX/flux1-fill-dev-Q3_K_S.gguf" -OutFile (Join-Path $unetFluxDir "flux1-fill-dev-Q3_K_S.gguf") }

# PuLID Models
if ($pulidChoice -eq 'A') {
    Download-File -Uri "$baseUrl/pulid/pulid_flux_v0.9.0.safetensors" -OutFile (Join-Path $pulidDir "pulid_flux_v0.9.0.safetensors")
    Download-File -Uri "$baseUrl/style_models/flux1-redux-dev.safetensors" -OutFile (Join-Path $styleDir "flux1-redux-dev.safetensors")
}

# Upscaler Models
if ($upscaleChoice -eq 'A') {
    Download-File -Uri "$baseUrl/upscale_models/RealESRGAN_x4plus.pth" -OutFile (Join-Path $pulidDir "RealESRGAN_x4plus.pth")
    Download-File -Uri "$baseUrl/upscale_models/RealESRGAN_x4plus_anime_6B.pth" -OutFile (Join-Path $styleDir "RealESRGAN_x4plus_anime_6B.pth")
}

# LoRA Models
if ($loraChoice -eq 'A') {
    Download-File -Uri "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Ume_Sky/resolve/main/ume_sky_v2.safetensors" -OutFile (Join-Path $loraDir "ume_sky_v2.safetensors")
    Download-File -Uri "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Modern_Pixel_art/resolve/main/ume_modern_pixelart.safetensors" -OutFile (Join-Path $loraDir "ume_modern_pixelart.safetensors")
    Download-File -Uri "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Romanticism/resolve/main/ume_classic_Romanticism.safetensors" -OutFile (Join-Path $loraDir "ume_classic_Romanticism.safetensors")
    Download-File -Uri "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Impressionism/resolve/main/ume_classic_impressionist.safetensors" -OutFile (Join-Path $loraDir "ume_classic_impressionist.safetensors")
}

Write-Log "`nFLUX model downloads complete." -Color Green
Read-Host "Press Enter to return to the main installer."