diff --git a/test_llama_cpp.ps1 b/test_llama_cpp.ps1
deleted file mode 100644
index b98177eac6..0000000000
--- a/test_llama_cpp.ps1
+++ /dev/null
@@ -1,234 +0,0 @@
-<#
-.SYNOPSIS
-    Test script for llama.cpp compilation and binary validation on Windows.
-    Verifies that llama-server was built with CUDA support and can start.
-
-.USAGE
-    .\test_llama_cpp.ps1
-    .\test_llama_cpp.ps1 -BinaryPath "C:\path\to\llama-server.exe"
-#>
-param(
-    [string]$BinaryPath = ""
-)
-
-$ErrorActionPreference = "Continue"
-
-Write-Host ""
-Write-Host "============================================" -ForegroundColor Cyan
-Write-Host "  llama.cpp Windows Build Test" -ForegroundColor Cyan
-Write-Host "============================================" -ForegroundColor Cyan
-Write-Host ""
-
-# -- Step 1: Locate the binary ------------------------------------------
-Write-Host "1. Locating llama-server binary..." -ForegroundColor Yellow
-
-$SearchPaths = @()
-
-if ($BinaryPath) {
-    $SearchPaths += $BinaryPath
-}
-
-# Add all known locations
-$RepoRoot = $PSScriptRoot
-$SearchPaths += Join-Path $RepoRoot "llama.cpp\build\bin\Release\llama-server.exe"
-$SearchPaths += Join-Path $RepoRoot "llama.cpp\build\bin\llama-server.exe"
-# Legacy: older setup.ps1 built under ~/.unsloth
-$SearchPaths += Join-Path $env:USERPROFILE ".unsloth\llama.cpp\build\bin\Release\llama-server.exe"
-
-# Check LLAMA_SERVER_PATH env var
-$envPath = $env:LLAMA_SERVER_PATH
-if ($envPath) {
-    $SearchPaths = @($envPath) + $SearchPaths
-}
-
-# Also check system PATH
-$systemPath = (Get-Command llama-server -ErrorAction SilentlyContinue)
-if ($systemPath) {
-    $SearchPaths += $systemPath.Source
-}
-
-$FoundBinary = $null
-foreach ($p in $SearchPaths) {
-    if (Test-Path $p) {
-        $FoundBinary = $p
-        break
-    }
-}
-
-if (-not $FoundBinary) {
-    Write-Host "   [FAIL] llama-server.exe not found!" -ForegroundColor Red
-    Write-Host ""
-    Write-Host "   Searched locations:" -ForegroundColor Gray
-    foreach ($p in $SearchPaths) {
-        Write-Host "     - $p" -ForegroundColor Gray
-    }
-    Write-Host ""
-    Write-Host "   To fix: Run setup.bat to build llama.cpp, or set:" -ForegroundColor Yellow
-    Write-Host '   $env:LLAMA_SERVER_PATH = "C:\path\to\llama-server.exe"' -ForegroundColor Yellow
-    exit 1
-}
-
-Write-Host "   [OK] Found: $FoundBinary" -ForegroundColor Green
-
-# -- Step 2: Check file info --------------------------------------------
-Write-Host ""
-Write-Host "2. Binary info..." -ForegroundColor Yellow
-
-$fileInfo = Get-Item $FoundBinary
-$sizeMB = [math]::Round($fileInfo.Length / 1MB, 1)
-Write-Host "   Size:     $sizeMB MB" -ForegroundColor Gray
-Write-Host "   Modified: $($fileInfo.LastWriteTime)" -ForegroundColor Gray
-
-# -- Step 3: Check for CUDA symbols ------------------------------------
-Write-Host ""
-Write-Host "3. Checking for CUDA support..." -ForegroundColor Yellow
-
-# Run with --help or -v and capture output to check for CUDA indicators
-$helpOutput = & $FoundBinary --version 2>&1 | Out-String
-if (-not $helpOutput) {
-    $helpOutput = ""
-}
-
-# Check binary dependencies for CUDA DLLs using dumpbin if available
-$dumpbin = (Get-Command dumpbin -ErrorAction SilentlyContinue)
-$hasCudaDlls = $false
-
-if ($dumpbin) {
-    $deps = & dumpbin /dependents $FoundBinary 2>&1 | Out-String
-    if ($deps -match "cudart|cublas|cublasLt|nvcuda") {
-        $hasCudaDlls = $true
-        Write-Host "   [OK] CUDA DLLs found in dependencies (dumpbin)" -ForegroundColor Green
-        # Extract CUDA DLL names
-        $cudaDlls = ($deps -split "`n") | Where-Object { $_ -match "cuda|cublas|nvcuda" } | ForEach-Object { $_.Trim() }
-        foreach ($dll in $cudaDlls) {
-            if ($dll) { Write-Host "     - $dll" -ForegroundColor Gray }
-        }
-    } else {
-        Write-Host "   [WARN] No CUDA DLLs found in dependencies!" -ForegroundColor Red
-        Write-Host "   This binary was likely compiled WITHOUT -DGGML_CUDA=ON" -ForegroundColor Red
-    }
-} else {
-    # Fallback: check file size (CUDA builds are typically > 50MB)
-    if ($sizeMB -gt 40) {
-        Write-Host "   [LIKELY OK] Binary is $sizeMB MB (CUDA builds are typically > 50MB)" -ForegroundColor Green
-    } else {
-        Write-Host "   [WARN] Binary is only $sizeMB MB (CPU-only builds are typically < 30MB)" -ForegroundColor Yellow
-        Write-Host "   dumpbin not available for detailed check. Install VS Build Tools." -ForegroundColor Gray
-    }
-}
-
-# -- Step 4: Quick startup test -----------------------------------------
-Write-Host ""
-Write-Host "4. Running startup test (will start and immediately stop)..." -ForegroundColor Yellow
-
-# Start llama-server on a random port with no model -- just check it initializes
-$testPort = Get-Random -Minimum 49152 -Maximum 65535
-$proc = $null
-
-try {
-    $proc = Start-Process -FilePath $FoundBinary `
-        -ArgumentList "--port", $testPort, "--host", "127.0.0.1" `
-        -PassThru -NoNewWindow -RedirectStandardError "$env:TEMP\llama_test_stderr.txt" `
-        -RedirectStandardOutput "$env:TEMP\llama_test_stdout.txt"
-
-    # Give it 3 seconds to start
-    Start-Sleep -Seconds 3
-
-    # Check if it crashed
-    if ($proc.HasExited) {
-        $exitCode = $proc.ExitCode
-        $stderr = ""
-        if (Test-Path "$env:TEMP\llama_test_stderr.txt") {
-            $stderr = Get-Content "$env:TEMP\llama_test_stderr.txt" -Raw
-        }
-        $stdout = ""
-        if (Test-Path "$env:TEMP\llama_test_stdout.txt") {
-            $stdout = Get-Content "$env:TEMP\llama_test_stdout.txt" -Raw
-        }
-
-        $allOutput = "$stdout`n$stderr"
-
-        if ($allOutput -match "failed to initialize CUDA") {
-            Write-Host "   [FAIL] CUDA initialization failed!" -ForegroundColor Red
-            Write-Host "   The binary was compiled without CUDA support or CUDA drivers are missing." -ForegroundColor Red
-            Write-Host ""
-            Write-Host "   Rebuild with: cmake -DGGML_CUDA=ON ..." -ForegroundColor Yellow
-        } elseif ($allOutput -match "HTTPS is not supported") {
-            # This is expected when LLAMA_CURL=OFF -- not a real failure
-            Write-Host "   [OK] Binary started (HTTPS warning is expected -- we use local files)" -ForegroundColor Green
-        } else {
-            Write-Host "   [WARN] Process exited with code $exitCode" -ForegroundColor Yellow
-        }
-
-        if ($allOutput.Trim()) {
-            Write-Host ""
-            Write-Host "   --- Output ---" -ForegroundColor Gray
-            $allOutput.Trim().Split("`n") | ForEach-Object { Write-Host "   $_" -ForegroundColor Gray }
-        }
-    } else {
-        Write-Host "   [OK] llama-server started successfully on port $testPort" -ForegroundColor Green
-
-        # Check CUDA detection from startup output
-        Start-Sleep -Seconds 1
-        $stderr = ""
-        if (Test-Path "$env:TEMP\llama_test_stderr.txt") {
-            $stderr = Get-Content "$env:TEMP\llama_test_stderr.txt" -Raw
-        }
-
-        if ($stderr -match "CUDA") {
-            if ($stderr -match "failed to initialize CUDA") {
-                Write-Host "   [FAIL] CUDA init failed at runtime!" -ForegroundColor Red
-            } else {
-                Write-Host "   [OK] CUDA detected at runtime" -ForegroundColor Green
-            }
-        }
-
-        # Kill it
-        Stop-Process -Id $proc.Id -Force -ErrorAction SilentlyContinue
-        Write-Host "   Stopped test server." -ForegroundColor Gray
-    }
-} catch {
-    Write-Host "   [ERROR] Could not start llama-server: $_" -ForegroundColor Red
-} finally {
-    if ($proc -and -not $proc.HasExited) {
-        Stop-Process -Id $proc.Id -Force -ErrorAction SilentlyContinue
-    }
-    Remove-Item "$env:TEMP\llama_test_stderr.txt" -ErrorAction SilentlyContinue
-    Remove-Item "$env:TEMP\llama_test_stdout.txt" -ErrorAction SilentlyContinue
-}
-
-# -- Step 5: Check llama-quantize ---------------------------------------
-Write-Host ""
-Write-Host "5. Checking llama-quantize..." -ForegroundColor Yellow
-
-$quantizePath = Join-Path (Split-Path $FoundBinary) "llama-quantize.exe"
-if (Test-Path $quantizePath) {
-    $qSize = [math]::Round((Get-Item $quantizePath).Length / 1MB, 1)
-    Write-Host "   [OK] Found: $quantizePath ($qSize MB)" -ForegroundColor Green
-} else {
-    Write-Host "   [WARN] llama-quantize.exe not found alongside llama-server" -ForegroundColor Yellow
-    Write-Host "   GGUF export/quantization won't work without it" -ForegroundColor Yellow
-}
-
-# -- Summary ------------------------------------------------------------
-Write-Host ""
-Write-Host "============================================" -ForegroundColor Cyan
-Write-Host "  Summary" -ForegroundColor Cyan
-Write-Host "============================================" -ForegroundColor Cyan
-Write-Host "   Binary:    $FoundBinary" -ForegroundColor Gray
-Write-Host "   Size:      $sizeMB MB" -ForegroundColor Gray
-if ($hasCudaDlls) {
-    Write-Host "   CUDA:      YES (confirmed via DLL deps)" -ForegroundColor Green
-} elseif ($sizeMB -gt 40) {
-    Write-Host "   CUDA:      LIKELY (large binary size)" -ForegroundColor Yellow
-} else {
-    Write-Host "   CUDA:      NO (rebuild with -DGGML_CUDA=ON)" -ForegroundColor Red
-}
-Write-Host ""
-
-if (-not $hasCudaDlls -and $sizeMB -le 40) {
-    Write-Host "To rebuild with CUDA:" -ForegroundColor Yellow
-    Write-Host '  1. Delete the build dir: Remove-Item -Recurse -Force "$env:USERPROFILE\.unsloth\llama.cpp\build"' -ForegroundColor Gray
-    Write-Host '  2. Re-run: .\setup.bat' -ForegroundColor Gray
-    Write-Host ""
-}