diff --git a/.github/workflows/build-macos-app.yml b/.github/workflows/build-macos-app.yml
deleted file mode 100644
index bf8b59ac..00000000
--- a/.github/workflows/build-macos-app.yml
+++ /dev/null
@@ -1,154 +0,0 @@
-# name: Build and Release Exo macOS App
-
-# on:
-#   push:
-#     tags:
-#       - 'v*' # Trigger on version tags
-#     branches:
-#       - main # Also build on main branch for testing
-#       - staging
-#       - python-modules # Add app-staging for testing
-#   pull_request:
-#     branches:
-#       - staging # Test builds on PRs to staging
-#       - main # Build on PRs to main
-
-# jobs:
-#   build-exov2-macos:
-#     runs-on: macos-15
-#     steps:
-#       - name: Checkout code
-#         uses: actions/checkout@v4
-#         with:
-#           fetch-depth: 0
-
-#       - name: Install Go
-#         uses: actions/setup-go@v5
-#         with:
-#           go-version: '1.21'
-
-#       - name: Install Just
-#         run: |
-#           brew install just
-
-#       - name: Install UV
-#         uses: astral-sh/setup-uv@v6
-#         with:
-#           enable-cache: true
-#           cache-dependency-glob: uv.lock
-
-#       - name: Setup Python Environment
-#         run: |
-#           uv python install
-#           uv sync --locked --all-extras
-
-#       - name: Verify Python Environment
-#         run: |
-#           uv run python -c "import master.main; print('Master module available')"
-#           uv run python -c "import worker.main; print('Worker module available')"
-
-#       - name: Prepare Code Signing Keychain
-#         env:
-#           MACOS_CERTIFICATE: ${{ secrets.MACOS_CERTIFICATE }}
-#           MACOS_CERTIFICATE_PASSWORD: ${{ secrets.MACOS_CERTIFICATE_PASSWORD }}
-#           PROVISIONING_PROFILE: ${{ secrets.PROVISIONING_PROFILE }}
-#         run: |
-#           security create-keychain -p "$MACOS_CERTIFICATE_PASSWORD" exov2.keychain
-#           security default-keychain -s exov2.keychain
-#           security unlock-keychain -p "$MACOS_CERTIFICATE_PASSWORD" exov2.keychain
-
-#           echo "$MACOS_CERTIFICATE" | base64 --decode > /tmp/exov2-certificate.p12
-#           security import /tmp/exov2-certificate.p12 -k exov2.keychain -P "$MACOS_CERTIFICATE_PASSWORD" -T /usr/bin/codesign
-#           rm /tmp/exov2-certificate.p12
-#           security set-key-partition-list -S apple-tool:,apple:,codesign: -s -k "$MACOS_CERTIFICATE_PASSWORD" exov2.keychain
-
-#           PROFILES_HOME="$HOME/Library/Developer/Xcode/UserData/Provisioning Profiles"
-#           mkdir -p "$PROFILES_HOME"
-#           PROFILE_PATH="$(mktemp "$PROFILES_HOME"/EXOV2_PP.provisionprofile)"
-#           echo "$PROVISIONING_PROFILE" | base64 --decode > "$PROFILE_PATH"
-
-#       - name: Build Exo Swift App
-#         env:
-#           MACOS_CERTIFICATE_PASSWORD: ${{ secrets.MACOS_CERTIFICATE_PASSWORD }}
-#         run: |
-#           cd app/exov2
-#           sudo xcode-select -s /Applications/Xcode.app/Contents/Developer
-          
-#           # Release build with code signing
-#           security unlock-keychain -p "$MACOS_CERTIFICATE_PASSWORD" exov2.keychain
-#           SIGNING_IDENTITY=$(security find-identity -v -p codesigning | awk -F '"' '{print $2}')
-          
-#           xcodebuild clean build \
-#             -project exov2.xcodeproj \
-#             -scheme exov2 \
-#             -configuration Release \
-#             -derivedDataPath build \
-#             CODE_SIGNING_IDENTITY="$SIGNING_IDENTITY" \
-#             PROVISIONING_PROFILE_SPECIFIER="Exo Provisioning Profile" \
-#             CODE_SIGN_INJECT_BASE_ENTITLEMENTS=YES \
-#             OTHER_CODE_SIGN_FLAGS="--timestamp"
-
-#           mv build/Build/Products/*/EXO.app ../../
-
-#       - name: Sign, Notarize, and Create DMG
-#         env:
-#           APPLE_NOTARIZATION_USERNAME: ${{ secrets.APPLE_NOTARIZATION_USERNAME }}
-#           APPLE_NOTARIZATION_PASSWORD: ${{ secrets.APPLE_NOTARIZATION_PASSWORD }}
-#           APPLE_NOTARIZATION_TEAM: ${{ secrets.APPLE_NOTARIZATION_TEAM }}
-#           MACOS_CERTIFICATE_PASSWORD: ${{ secrets.MACOS_CERTIFICATE_PASSWORD }}
-#         run: |
-#           security unlock-keychain -p "$MACOS_CERTIFICATE_PASSWORD" exov2.keychain
-#           SIGNING_IDENTITY=$(security find-identity -v -p codesigning | awk -F '"' '{print $2}')
-          
-#           # Sign the app
-#           /usr/bin/codesign --deep --force --timestamp --options runtime \
-#             --sign "$SIGNING_IDENTITY" EXO.app
-          
-#           # Verify the signing
-#           codesign -dvv EXO.app
-          
-#           # Create DMG
-#           mkdir -p tmp/dmg-contents
-#           cp -r ./EXO.app tmp/dmg-contents/
-#           ln -s /Applications tmp/dmg-contents/Applications
-#           DMG_NAME="exo.dmg"
-          
-#           # Create and sign DMG
-#           hdiutil create -volname "Exo" -srcfolder tmp/dmg-contents -ov -format UDZO "$DMG_NAME"
-#           /usr/bin/codesign --deep --force --timestamp --options runtime \
-#             --sign "$SIGNING_IDENTITY" "$DMG_NAME"
-
-#           # Setup notarization credentials (optional - comment out if no notarization secrets)
-#           if [[ -n "$APPLE_NOTARIZATION_USERNAME" ]]; then
-#             xcrun notarytool store-credentials notary_pass \
-#               --apple-id "$APPLE_NOTARIZATION_USERNAME" \
-#               --password "$APPLE_NOTARIZATION_PASSWORD" \
-#               --team-id "$APPLE_NOTARIZATION_TEAM"
-
-#             # Submit for notarization
-#             xcrun notarytool submit --wait \
-#               --team-id "$APPLE_NOTARIZATION_TEAM" \
-#               --keychain-profile notary_pass \
-#               "$DMG_NAME"
-
-#             # Staple the notarization
-#             xcrun stapler staple "$DMG_NAME"
-#           fi
-
-#       - name: Cleanup Keychain
-#         if: always()
-#         run: |
-#           security default-keychain -s login.keychain
-#           security delete-keychain exov2.keychain
-
-#       - name: Upload DMG file
-#         uses: actions/upload-artifact@v4
-#         with:
-#           name: exo-dmg
-#           path: exo.dmg
-
-#       - name: Upload App Bundle
-#         uses: actions/upload-artifact@v4
-#         with:
-#           name: exov2-app
-#           path: EXO.app/ 
\ No newline at end of file
diff --git a/dashboard/exo-logo-hq-square-black-bg.jpg b/dashboard/exo-logo-hq-square-black-bg.jpg
new file mode 100644
index 00000000..e72eaf0d
Binary files /dev/null and b/dashboard/exo-logo-hq-square-black-bg.jpg differ
diff --git a/dashboard/exo-logo-hq-square-black-bg.png b/dashboard/exo-logo-hq-square-black-bg.png
new file mode 100644
index 00000000..7ff00135
Binary files /dev/null and b/dashboard/exo-logo-hq-square-black-bg.png differ
diff --git a/dashboard/exo-logo-hq-square-black-bg.webp b/dashboard/exo-logo-hq-square-black-bg.webp
new file mode 100644
index 00000000..9a67219a
Binary files /dev/null and b/dashboard/exo-logo-hq-square-black-bg.webp differ
diff --git a/dashboard/favicon.ico b/dashboard/favicon.ico
new file mode 100644
index 00000000..c0ae2099
Binary files /dev/null and b/dashboard/favicon.ico differ
diff --git a/dashboard/index.html b/dashboard/index.html
index 23b4acb9..7004c78b 100644
--- a/dashboard/index.html
+++ b/dashboard/index.html
@@ -492,6 +492,162 @@
             transition: width 0.3s ease;
         }
 
+        /* Detailed download info */
+        .download-details {
+            margin-top: 8px;
+            padding: 12px;
+            background-color: #1a1a1a;
+            border: 1px solid var(--exo-medium-gray);
+            border-radius: 6px;
+            box-sizing: border-box;
+            width: 100%;
+            max-width: 100%;
+            overflow: visible;
+        }
+        .download-runner-header {
+            font-size: 11px;
+            color: var(--exo-light-gray);
+            opacity: 0.85;
+            margin-bottom: 4px;
+        }
+        .download-overview-row {
+            display: flex;
+            gap: 12px;
+            flex-wrap: wrap;
+            font-size: 12px;
+            margin-bottom: 8px;
+        }
+        .download-overview-item strong {
+            color: #E0E0E0;
+            font-weight: 600;
+            margin-right: 4px;
+        }
+        .progress-with-label {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+            margin-bottom: 10px;
+        }
+        .progress-with-label .progress-bar-container {
+            flex: 1 1 auto;
+        }
+        .progress-percent {
+            font-size: 12px;
+            color: var(--exo-light-gray);
+            font-variant-numeric: tabular-nums;
+            white-space: nowrap;
+        }
+        .download-overview-combined {
+            font-size: 12px;
+            color: var(--exo-light-gray);
+            opacity: 0.9;
+        }
+        .instance-download-summary {
+            font-size: 11px;
+            color: var(--exo-light-gray);
+            margin-top: 6px;
+            opacity: 0.95;
+        }
+        .download-files-list {
+            display: grid;
+            gap: 8px;
+        }
+        .download-file {
+            padding: 8px;
+            background-color: var(--exo-dark-gray);
+            border: 1px solid var(--exo-medium-gray);
+            border-radius: 6px;
+            box-sizing: border-box;
+            width: 100%;
+            max-width: 100%;
+        }
+        .download-file-header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            gap: 10px;
+            font-size: 11px;
+            margin-bottom: 6px;
+            width: 100%;
+            max-width: 100%;
+            overflow: hidden;
+        }
+        .download-file-name {
+            color: #E0E0E0;
+            font-weight: 500;
+            overflow: hidden;
+            text-overflow: ellipsis;
+            white-space: nowrap;
+            min-width: 0;
+            flex: 1 1 auto;
+        }
+        .download-file-stats {
+            color: var(--exo-light-gray);
+            text-align: right;
+            white-space: nowrap;
+        }
+        .download-file-percent {
+            color: var(--exo-light-gray);
+            white-space: nowrap;
+            font-size: 11px;
+            font-variant-numeric: tabular-nums;
+            flex: 0 0 auto;
+        }
+        .download-file-subtext {
+            color: var(--exo-light-gray);
+            font-size: 10px;
+            opacity: 0.85;
+            margin-bottom: 6px;
+            overflow: hidden;
+            text-overflow: ellipsis;
+            white-space: nowrap;
+            max-width: 100%;
+        }
+        .download-details, .download-files-list {
+            box-sizing: border-box;
+            width: 100%;
+            max-width: 100%;
+        }
+        .download-files-list {
+            overflow: visible;
+            padding-right: 2px; /* avoid edge clipping */
+        }
+        .download-file .progress-bar-container {
+            width: 100%;
+            max-width: 100%;
+            box-sizing: border-box;
+            height: 5px;
+        }
+        .completed-files-section {
+            margin-top: 12px;
+            padding-top: 8px;
+            border-top: 1px solid var(--exo-medium-gray);
+        }
+        .completed-files-header {
+            font-size: 10px;
+            color: var(--exo-light-gray);
+            opacity: 0.7;
+            margin-bottom: 6px;
+            font-weight: 500;
+        }
+        .completed-files-list {
+            display: flex;
+            flex-direction: column;
+            gap: 3px;
+        }
+        .completed-file-item {
+            font-size: 10px;
+            color: var(--exo-light-gray);
+            opacity: 0.8;
+            padding: 3px 6px;
+            background-color: rgba(74, 222, 128, 0.1);
+            border-left: 2px solid #4ade80;
+            border-radius: 3px;
+            overflow: hidden;
+            text-overflow: ellipsis;
+            white-space: nowrap;
+        }
+
         /* Launch instance section styles */
         .launch-instance-section {
             display: flex;
@@ -750,6 +906,7 @@
 
         const USE_MOCK_DATA = false; // <<< FLAG TO TOGGLE MOCK DATA
         let currentlySelectedNodeId = null; // To store the ID of the currently selected node
+        let nodeIdToFriendlyName = {}; // Map nodeId -> friendly name for download sections
 
         const API_ENDPOINT = window.location.origin + window.location.pathname.replace(/\/$/, "") + '/state';
         const REFRESH_INTERVAL = 1000; // 1 second
@@ -855,6 +1012,36 @@
             return days + (days === 1 ? ' day ago' : ' days ago');
         }
 
+        // --- Download formatting helpers ---
+        function bytesFromValue(value) {
+            if (typeof value === 'number') return value;
+            if (!value || typeof value !== 'object') return 0;
+            if (typeof value.in_bytes === 'number') return value.in_bytes;
+            if (typeof value.inBytes === 'number') return value.inBytes;
+            return 0;
+        }
+
+        function formatDurationMs(ms) {
+            if (ms == null || isNaN(ms) || ms < 0) return '—';
+            const totalSeconds = Math.round(ms / 1000);
+            const s = totalSeconds % 60;
+            const m = Math.floor(totalSeconds / 60) % 60;
+            const h = Math.floor(totalSeconds / 3600);
+            if (h > 0) return `${h}h ${m}m ${s}s`;
+            if (m > 0) return `${m}m ${s}s`;
+            return `${s}s`;
+        }
+
+        function formatPercent(value, digits = 2) {
+            if (value == null || isNaN(value)) return '0.00%';
+            return `${value.toFixed(digits)}%`;
+        }
+
+        function formatBytesPerSecond(bps) {
+            if (bps == null || isNaN(bps) || bps < 0) return '0 B/s';
+            return `${formatBytes(bps)}/s`;
+        }
+
         // Sidebar toggle functionality
         let sidebarOpen = false;
 
@@ -934,7 +1121,7 @@
                     headers: {
                         'Content-Type': 'application/json',
                     },
-                    body: JSON.stringify({ modelId: selectedModelId, model_id: selectedModelId })
+                    body: JSON.stringify({ model_id: selectedModelId })
                 });
 
                 if (!response.ok) {
@@ -974,66 +1161,185 @@
             }
         }
 
-        // Calculate download status for an instance based on its runners
+        // Calculate download status for an instance based on its runners, with detailed per-file info
         function calculateInstanceDownloadStatus(instance, runners) {
-            const shardAssignments = instance.shard_assignments ?? instance.shardAssignments;
-            const runnerToShard = shardAssignments?.runner_to_shard ?? shardAssignments?.runnerToShard;
-            if (!runnerToShard || !runners) {
-                return { isDownloading: false, progress: 0 };
+            if (!instance.shardAssignments?.runnerToShard || !runners) {
+                return { isDownloading: false, progress: 0, details: [] };
             }
 
-            const runnerIds = Object.keys(runnerToShard);
-            const downloadingRunners = [];
+            const pick = (obj, snake, camel, fallback = undefined) => {
+                if (!obj) return fallback;
+                if (obj[snake] !== undefined) return obj[snake];
+                if (obj[camel] !== undefined) return obj[camel];
+                return fallback;
+            };
+
+            // Returns [tag, payload] for objects serialized as {Tag: {...}}, else [null, null]
+            function getTagged(obj) {
+                if (!obj || typeof obj !== 'object') return [null, null];
+                const keys = Object.keys(obj);
+                if (keys.length === 1 && typeof keys[0] === 'string') {
+                    return [keys[0], obj[keys[0]]];
+                }
+                return [null, null];
+            }
+
+            function normalizeProgress(progressRaw) {
+                if (!progressRaw) return null;
+                const totalBytes = bytesFromValue(pick(progressRaw, 'total_bytes', 'totalBytes', 0));
+                const downloadedBytes = bytesFromValue(pick(progressRaw, 'downloaded_bytes', 'downloadedBytes', 0));
+                const downloadedBytesThisSession = bytesFromValue(pick(progressRaw, 'downloaded_bytes_this_session', 'downloadedBytesThisSession', 0));
+                const completedFiles = Number(pick(progressRaw, 'completed_files', 'completedFiles', 0)) || 0;
+                const totalFiles = Number(pick(progressRaw, 'total_files', 'totalFiles', 0)) || 0;
+                const speed = Number(pick(progressRaw, 'speed', 'speed', 0)) || 0;
+                const etaMs = Number(pick(progressRaw, 'eta_ms', 'etaMs', 0)) || 0;
+                const filesObj = pick(progressRaw, 'files', 'files', {}) || {};
+                const files = [];
+                Object.keys(filesObj).forEach(name => {
+                    const f = filesObj[name];
+                    if (!f || typeof f !== 'object') return;
+                    const fTotal = bytesFromValue(pick(f, 'total_bytes', 'totalBytes', 0));
+                    const fDownloaded = bytesFromValue(pick(f, 'downloaded_bytes', 'downloadedBytes', 0));
+                    const fSpeed = Number(pick(f, 'speed', 'speed', 0)) || 0;
+                    const fEta = Number(pick(f, 'eta_ms', 'etaMs', 0)) || 0;
+                    const fPct = fTotal > 0 ? (fDownloaded / fTotal) * 100 : 0;
+                    files.push({ name, totalBytes: fTotal, downloadedBytes: fDownloaded, speed: fSpeed, etaMs: fEta, percentage: fPct });
+                });
+                const percentage = totalBytes > 0 ? (downloadedBytes / totalBytes) * 100 : 0;
+                return { totalBytes, downloadedBytes, downloadedBytesThisSession, completedFiles, totalFiles, speed, etaMs, files, percentage };
+            }
+
+            const runnerIds = Object.keys(instance.shardAssignments.runnerToShard);
+            const details = [];
             let totalBytes = 0;
             let downloadedBytes = 0;
 
             for (const runnerId of runnerIds) {
                 const runner = runners[runnerId];
-                let isRunnerDownloading = false;
+                if (!runner) continue;
 
-                // Legacy snake_case structure
-                if (runner && runner.runner_status === 'Downloading' && runner.download_progress) {
-                    isRunnerDownloading = runner.download_progress.download_status === 'Downloading';
-                    if (isRunnerDownloading && runner.download_progress.download_progress) {
-                        totalBytes += runner.download_progress.download_progress.total_bytes || 0;
-                        downloadedBytes += runner.download_progress.download_progress.downloaded_bytes || 0;
-                    }
-                } else if (runner && typeof runner === 'object') {
-                    // Tagged-union camelCase structure, e.g. { "DownloadingRunnerStatus": { downloadProgress: { totalBytes, downloadedBytes } } }
-                    const tag = Object.keys(runner)[0];
-                    if (tag && /DownloadingRunnerStatus$/i.test(tag)) {
-                        isRunnerDownloading = true;
-                        const inner = runner[tag] || {};
-                        const prog = inner.downloadProgress || inner.download_progress || {};
-                        const t = prog.totalBytes ?? prog.total_bytes ?? 0;
-                        const d = prog.downloadedBytes ?? prog.downloaded_bytes ?? 0;
-                        totalBytes += typeof t === 'number' ? t : 0;
-                        downloadedBytes += typeof d === 'number' ? d : 0;
-                    }
+                // New tagged format: { "DownloadingRunnerStatus": { downloadProgress: { "DownloadOngoing": { ... } } } }
+                const [statusKind, statusPayload] = getTagged(runner);
+                let nodeId;
+                let rawProg;
+
+                if (statusKind === 'DownloadingRunnerStatus') {
+                    const dpTagged = statusPayload && (statusPayload.downloadProgress || statusPayload.download_progress);
+                    const [dpKind, dpPayload] = getTagged(dpTagged);
+                    if (dpKind !== 'DownloadOngoing') continue;
+                    nodeId = (dpPayload && (dpPayload.nodeId || dpPayload.node_id)) || undefined;
+                    rawProg = pick(dpPayload, 'download_progress', 'downloadProgress', null);
+                } else {
+                    // Backward compatibility with old flat shape
+                    if (runner.runnerStatus !== 'Downloading' || !runner.downloadProgress) continue;
+                    const dp = runner.downloadProgress;
+                    const isDownloading = (dp.downloadStatus === 'Downloading') || (dp.download_status === 'Downloading');
+                    if (!isDownloading) continue;
+                    nodeId = (dp && (dp.nodeId || dp.node_id)) || undefined;
+                    rawProg = pick(dp, 'download_progress', 'downloadProgress', null);
                 }
 
-                if (isRunnerDownloading) downloadingRunners.push(runner);
+                const normalized = normalizeProgress(rawProg);
+                if (!normalized) continue;
+                details.push({ runnerId, nodeId, progress: normalized });
+                totalBytes += normalized.totalBytes || 0;
+                downloadedBytes += normalized.downloadedBytes || 0;
             }
 
-            const isDownloading = downloadingRunners.length > 0;
-            const progress = totalBytes > 0 ? Math.round((downloadedBytes / totalBytes) * 100) : 0;
+            const isDownloadingAny = details.length > 0;
+            const progress = totalBytes > 0 ? ((downloadedBytes / totalBytes) * 100) : 0;
+            return { isDownloading: isDownloadingAny, progress, details };
+        }
 
-            return { isDownloading, progress, downloadingRunners: downloadingRunners.length };
+        function buildDownloadDetailsHTML(details) {
+            if (!details || details.length === 0) return '';
+            function shortId(id) { return (id && id.length > 8) ? id.slice(0, 8) + '…' : (id || ''); }
+            return details.map(({ runnerId, nodeId, progress }) => {
+                const etaStr = formatDurationMs(progress.etaMs);
+                const pctStr = formatPercent(progress.percentage || 0, 2);
+                const bytesStr = `${formatBytes(progress.downloadedBytes)} / ${formatBytes(progress.totalBytes)}`;
+                const speedStr = formatBytesPerSecond(progress.speed);
+                const filesSummary = `${progress.completedFiles}/${progress.totalFiles}`;
+
+                const allFiles = progress.files || [];
+                const inProgressFiles = allFiles.filter(f => (f.percentage || 0) < 100);
+                const completedFiles = allFiles.filter(f => (f.percentage || 0) >= 100);
+
+                const inProgressHTML = inProgressFiles.map(f => {
+                    const fPct = f.percentage || 0;
+                    const fBytes = `${formatBytes(f.downloadedBytes)} / ${formatBytes(f.totalBytes)}`;
+                    const fEta = formatDurationMs(f.etaMs);
+                    const fSpeed = formatBytesPerSecond(f.speed);
+                    const pctText = formatPercent(fPct, 2);
+                    return `
+                        <div class="download-file">
+                            <div class="download-file-header">
+                                <span class="download-file-name" title="${f.name}">${f.name}</span>
+                                <span class="download-file-percent">${pctText}</span>
+                            </div>
+                            <div class="download-file-subtext">${fBytes} • ETA ${fEta} • ${fSpeed}</div>
+                            <div class="progress-bar-container"><div class="progress-bar" style="width: ${Math.max(0, Math.min(100, fPct)).toFixed(2)}%;"></div></div>
+                        </div>
+                    `;
+                }).join('');
+
+                const completedHTML = completedFiles.length > 0 ? `
+                    <div class="completed-files-section">
+                        <div class="completed-files-header">Completed (${completedFiles.length})</div>
+                        <div class="completed-files-list">
+                            ${completedFiles.map(f => `<div class="completed-file-item" title="${f.name}">${f.name}</div>`).join('')}
+                        </div>
+                    </div>
+                ` : '';
+
+                const runnerName = (nodeId && nodeIdToFriendlyName[nodeId]) ? nodeIdToFriendlyName[nodeId] : '?';
+                const headerText = `${runnerName} (${shortId(nodeId || '')})`;
+                return `
+                    <div class="download-details">
+                        <div class="download-runner-header">${headerText}</div>
+                        <div class="download-files-list">
+                            ${inProgressHTML}
+                        </div>
+                        ${completedHTML}
+                    </div>
+                `;
+            }).join('');
         }
 
         // Derive a display status for an instance from its runners.
         // Priority: FAILED > DOWNLOADING > STARTING > RUNNING > LOADED > INACTIVE
         function deriveInstanceStatus(instance, runners = {}) {
-            const shardAssignments = instance.shard_assignments ?? instance.shardAssignments;
-            const runnerToShard = shardAssignments?.runner_to_shard ?? shardAssignments?.runnerToShard ?? {};
-            const runnerIds = Object.keys(runnerToShard);
+            const runnerIds = Object.keys(instance.shardAssignments?.runnerToShard || {});
+
+            function getTagged(obj) {
+                if (!obj || typeof obj !== 'object') return [null, null];
+                const keys = Object.keys(obj);
+                if (keys.length === 1 && typeof keys[0] === 'string') {
+                    return [keys[0], obj[keys[0]]];
+                }
+                return [null, null];
+            }
+
+            function canonicalStatusFromKind(kind) {
+                const map = {
+                    DownloadingRunnerStatus: 'Downloading',
+                    InactiveRunnerStatus: 'Inactive',
+                    StartingRunnerStatus: 'Starting',
+                    LoadedRunnerStatus: 'Loaded',
+                    RunningRunnerStatus: 'Running',
+                    FailedRunnerStatus: 'Failed',
+                };
+                return map[kind] || null;
+            }
+
             const statuses = runnerIds
                 .map(rid => {
                     const r = runners[rid];
-                    if (!r || typeof r !== 'object') return undefined;
-                    if (typeof r.runner_status === 'string') return r.runner_status;
-                    const tag = Object.keys(r)[0];
-                    return typeof tag === 'string' ? tag.replace(/RunnerStatus$/,'') : undefined; // e.g. LoadedRunnerStatus -> Loaded
+                    if (!r) return null;
+                    const [kind] = getTagged(r);
+                    if (kind) return canonicalStatusFromKind(kind);
+                    const s = r.runnerStatus;
+                    return (typeof s === 'string') ? s : null; // backward compatibility
                 })
                 .filter(s => typeof s === 'string');
 
@@ -1041,8 +1347,8 @@
             const every = (pred) => statuses.length > 0 && statuses.every(pred);
 
             if (statuses.length === 0) {
-                const instanceType = instance.instance_type ?? instance.instanceType;
-                const inactive = instanceType === 'INACTIVE' || instanceType === 'Inactive';
+                const it = instance.instanceType;
+                const inactive = (it === 'Inactive' || it === 'INACTIVE');
                 return { statusText: inactive ? 'INACTIVE' : 'LOADED', statusClass: inactive ? 'inactive' : 'loaded' };
             }
 
@@ -1072,12 +1378,10 @@
             }
 
             const instancesHTML = instancesArray.map(instance => {
-                const shardAssignments = instance.shard_assignments ?? instance.shardAssignments;
-                const modelId = shardAssignments?.model_id ?? shardAssignments?.modelId ?? 'Unknown Model';
-                const instanceId = instance.instance_id ?? instance.instanceId ?? '';
-                const truncatedInstanceId = instanceId.length > 8 
-                    ? instanceId.substring(0, 8) + '...' 
-                    : instanceId;
+                const modelId = instance.shardAssignments?.modelId || 'Unknown Model';
+                const truncatedInstanceId = instance.instanceId.length > 8 
+                    ? instance.instanceId.substring(0, 8) + '...' 
+                    : instance.instanceId;
                 
                 const hostsHTML = instance.hosts?.map(host => 
                     `<span class="instance-host">${host.ip}:${host.port}</span>`
@@ -1094,15 +1398,31 @@
                 }
 
                 // Generate download progress HTML
-                const downloadProgressHTML = downloadStatus.isDownloading 
-                    ? `<div class="download-progress">
-                        <span>${downloadStatus.progress}% downloaded</span>
-                        <div class="progress-bar-container">
-                            <div class="progress-bar" style="width: ${downloadStatus.progress}%;"></div>
-                        </div>
-                       </div>` 
-                    : '';
+                let downloadProgressHTML = '';
+                let instanceDownloadSummary = '';
+                if (downloadStatus.isDownloading) {
+                    const detailsHTML = buildDownloadDetailsHTML(downloadStatus.details || []);
+                    const pctText = (downloadStatus.progress || 0).toFixed(2);
+                    // Aggregate a compact summary from the first runner (they should be consistent in aggregate)
+                    const first = (downloadStatus.details || [])[0]?.progress;
+                    const etaStr = first ? formatDurationMs(first.etaMs) : '—';
+                    const bytesStr = first ? `${formatBytes(first.downloadedBytes)} / ${formatBytes(first.totalBytes)}` : '';
+                    const speedStr = first ? formatBytesPerSecond(first.speed) : '';
+                    const filesSummary = first ? `${first.completedFiles}/${first.totalFiles}` : '';
+                    instanceDownloadSummary = `${etaStr} · ${bytesStr} · ${speedStr} · ${filesSummary} files`;
 
+                    downloadProgressHTML = `
+                        <div class="download-progress">
+                            <span>${pctText}%</span>
+                            <div class="progress-bar-container">
+                                <div class="progress-bar" style="width: ${pctText}%;"></div>
+                            </div>
+                        </div>
+                        ${detailsHTML}
+                    `;
+                }
+
+                const shardCount = Object.keys(instance.shardAssignments?.runnerToShard || {}).length;
                 return `
                     <div class="instance-item">
                         <div class="instance-header">
@@ -1111,15 +1431,14 @@
                                 <span class="instance-status ${statusClass}">${statusText}</span>
                             </div>
                             <div class="instance-actions">
-                                <button class="instance-delete-button" data-instance-id="${instanceId}" title="Delete Instance">
+                                <button class="instance-delete-button" data-instance-id="${instance.instanceId}" title="Delete Instance">
                                     Delete
                                 </button>
                             </div>
                         </div>
-                        <div class="instance-model">${modelId}</div>
-                        <div class="instance-details">
-                            Shards: ${Object.keys((shardAssignments?.runner_to_shard ?? shardAssignments?.runnerToShard) || {}).length}
-                        </div>
+                        <div class="instance-model">${modelId} <span style="color: var(--exo-light-gray); opacity: 0.8;">(${shardCount})</span></div>
+                        ${instanceDownloadSummary ? `<div class="instance-download-summary">${instanceDownloadSummary}</div>` : ''}
+                        
                         ${downloadProgressHTML}
                         ${hostsHTML ? `<div class="instance-hosts">${hostsHTML}</div>` : ''}
                     </div>
@@ -1176,10 +1495,12 @@
             }
         }
 
-        function renderNodes(nodesData) {
+        function renderNodes(topologyData) {
             if (!topologyGraphContainer) return;
             topologyGraphContainer.innerHTML = ''; // Clear previous SVG content
 
+            const nodesData = (topologyData && topologyData.nodes) ? topologyData.nodes : {};
+            const edgesData = (topologyData && Array.isArray(topologyData.edges)) ? topologyData.edges : [];
             const nodeIds = Object.keys(nodesData);
 
             if (nodeIds.length === 0) {
@@ -1214,23 +1535,128 @@
                 };
             });
 
-            // Create group for links (drawn first, so they are behind nodes)
+            // Add arrowhead definition (supports bidirectional arrows on a single line)
+            const defs = document.createElementNS('http://www.w3.org/2000/svg', 'defs');
+            const marker = document.createElementNS('http://www.w3.org/2000/svg', 'marker');
+            marker.setAttribute('id', 'arrowhead');
+            marker.setAttribute('viewBox', '0 0 10 10');
+            marker.setAttribute('refX', '10');
+            marker.setAttribute('refY', '5');
+            marker.setAttribute('markerWidth', '11');
+            marker.setAttribute('markerHeight', '11');
+            marker.setAttribute('orient', 'auto-start-reverse');
+            // Draw a subtle V-tip (no filled body)
+            const markerTip = document.createElementNS('http://www.w3.org/2000/svg', 'path');
+            markerTip.setAttribute('d', 'M 0 0 L 10 5 L 0 10');
+            markerTip.setAttribute('fill', 'none');
+            markerTip.setAttribute('stroke', 'var(--exo-light-gray)');
+            markerTip.setAttribute('stroke-width', '1.6');
+            markerTip.setAttribute('stroke-linecap', 'round');
+            markerTip.setAttribute('stroke-linejoin', 'round');
+            markerTip.setAttribute('stroke-dasharray', 'none');
+            markerTip.setAttribute('stroke-dashoffset', '0');
+            markerTip.setAttribute('style', 'animation: none; pointer-events: none;');
+            marker.appendChild(markerTip);
+            defs.appendChild(marker);
+            topologyGraphContainer.appendChild(defs);
+
+            // Create groups for links and separate arrow markers (so arrows are not affected by line animations)
             const linksGroup = document.createElementNS('http://www.w3.org/2000/svg', 'g');
             linksGroup.setAttribute('class', 'links-group');
+            linksGroup.setAttribute('style', 'pointer-events: none;');
+            const arrowsGroup = document.createElementNS('http://www.w3.org/2000/svg', 'g');
+            arrowsGroup.setAttribute('class', 'arrows-group');
+            arrowsGroup.setAttribute('style', 'pointer-events: none;');
 
-            for (let i = 0; i < numNodes; i++) {
-                for (let j = i + 1; j < numNodes; j++) {
-                    const link = document.createElementNS('http://www.w3.org/2000/svg', 'line');
-                    link.setAttribute('x1', nodesWithPositions[i].x);
-                    link.setAttribute('y1', nodesWithPositions[i].y);
-                    link.setAttribute('x2', nodesWithPositions[j].x);
-                    link.setAttribute('y2', nodesWithPositions[j].y);
-                    link.setAttribute('class', 'graph-link');
-                    linksGroup.appendChild(link);
+            // Build quick lookup for node positions
+            const positionById = {};
+            nodesWithPositions.forEach(n => { positionById[n.id] = { x: n.x, y: n.y }; });
+
+            // Group directed edges into undirected pairs to support single line with two arrows
+            const pairMap = new Map(); // key: "a|b" with a<b, value: { a, b, aToB, bToA }
+            edgesData.forEach(edge => {
+                if (!edge || !edge.source || !edge.target) return;
+                if (!positionById[edge.source] || !positionById[edge.target]) return;
+                if (edge.source === edge.target) return;
+                const a = edge.source < edge.target ? edge.source : edge.target;
+                const b = edge.source < edge.target ? edge.target : edge.source;
+                const key = `${a}|${b}`;
+                const entry = pairMap.get(key) || { a, b, aToB: false, bToA: false };
+                if (edge.source === a && edge.target === b) entry.aToB = true; else entry.bToA = true;
+                pairMap.set(key, entry);
+            });
+
+            // Draw one line per undirected pair with separate arrow carrier lines
+            pairMap.forEach(entry => {
+                const posA = positionById[entry.a];
+                const posB = positionById[entry.b];
+                if (!posA || !posB) return;
+
+                // Full-length center-to-center lines
+                const x1 = posA.x;
+                const y1 = posA.y;
+                const x2 = posB.x;
+                const y2 = posB.y;
+
+                // Base animated dashed line (no markers)
+                const baseLine = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+                baseLine.setAttribute('x1', x1);
+                baseLine.setAttribute('y1', y1);
+                baseLine.setAttribute('x2', x2);
+                baseLine.setAttribute('y2', y2);
+                baseLine.setAttribute('class', 'graph-link');
+                linksGroup.appendChild(baseLine);
+
+                // Arrowheads centered on the line (tip lies exactly on the line),
+                // offset along the tangent so opposite directions straddle the center.
+                const dx = x2 - x1;
+                const dy = y2 - y1;
+                const len = Math.hypot(dx, dy) || 1;
+                const ux = dx / len;
+                const uy = dy / len;
+                const mx = (x1 + x2) / 2;
+                const my = (y1 + y2) / 2;
+                const tipOffset = 16; // shift arrow tips away from the exact center along the line
+                const carrier = 2; // short carrier segment length to define orientation
+
+                if (entry.aToB) {
+                    // Arrow pointing A -> B: place tip slightly before center along +tangent
+                    const tipX = mx - ux * tipOffset;
+                    const tipY = my - uy * tipOffset;
+                    const sx = tipX - ux * carrier;
+                    const sy = tipY - uy * carrier;
+                    const ex = tipX;
+                    const ey = tipY;
+                    const arrowSeg = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+                    arrowSeg.setAttribute('x1', sx);
+                    arrowSeg.setAttribute('y1', sy);
+                    arrowSeg.setAttribute('x2', ex);
+                    arrowSeg.setAttribute('y2', ey);
+                    arrowSeg.setAttribute('stroke', 'none');
+                    arrowSeg.setAttribute('fill', 'none');
+                    arrowSeg.setAttribute('marker-end', 'url(#arrowhead)');
+                    arrowsGroup.appendChild(arrowSeg);
                 }
-            }
-            topologyGraphContainer.appendChild(linksGroup);
 
+                if (entry.bToA) {
+                    // Arrow pointing B -> A: place tip slightly after center along -tangent
+                    const tipX = mx + ux * tipOffset;
+                    const tipY = my + uy * tipOffset;
+                    const sx = tipX + ux * carrier; // start ahead so the segment points toward tip
+                    const sy = tipY + uy * carrier;
+                    const ex = tipX;
+                    const ey = tipY;
+                    const arrowSeg = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+                    arrowSeg.setAttribute('x1', sx);
+                    arrowSeg.setAttribute('y1', sy);
+                    arrowSeg.setAttribute('x2', ex);
+                    arrowSeg.setAttribute('y2', ey);
+                    arrowSeg.setAttribute('stroke', 'none');
+                    arrowSeg.setAttribute('fill', 'none');
+                    arrowSeg.setAttribute('marker-end', 'url(#arrowhead)');
+                    arrowsGroup.appendChild(arrowSeg);
+                }
+            });
             // Create group for nodes
             const nodesGroup = document.createElementNS('http://www.w3.org/2000/svg', 'g');
             nodesGroup.setAttribute('class', 'nodes-group');
@@ -1738,7 +2164,10 @@
 
                 nodesGroup.appendChild(nodeG);
             });
+            // Draw order: lines at the very back, then nodes, then mid-line arrows on top
+            topologyGraphContainer.appendChild(linksGroup);
             topologyGraphContainer.appendChild(nodesGroup);
+            topologyGraphContainer.appendChild(arrowsGroup);
         }
 
         function showNodeDetails(selectedNodeId, allNodesData) {
@@ -1886,13 +2315,22 @@
                     throw new Error(`HTTP error! status: ${response.status} ${response.statusText}`);
                 }
                 const clusterState = await response.json();
-                const nodesData = transformClusterStateToTopology(clusterState);
-                renderNodes(nodesData);
+                const topologyData = transformClusterStateToTopology(clusterState);
+                // Build nodeId -> friendly name map
+                nodeIdToFriendlyName = {};
+                if (topologyData && topologyData.nodes) {
+                    Object.keys(topologyData.nodes).forEach(nid => {
+                        const n = topologyData.nodes[nid];
+                        const name = (n && (n.friendly_name || (n.system_info && n.system_info.model_id))) || null;
+                        if (name) nodeIdToFriendlyName[nid] = name;
+                    });
+                }
+                renderNodes(topologyData);
 
                 // If a node was selected, and it still exists, refresh its details
-                if (currentlySelectedNodeId && nodesData[currentlySelectedNodeId]) {
-                    showNodeDetails(currentlySelectedNodeId, nodesData);
-                } else if (currentlySelectedNodeId && !nodesData[currentlySelectedNodeId]) {
+                if (currentlySelectedNodeId && topologyData.nodes[currentlySelectedNodeId]) {
+                    showNodeDetails(currentlySelectedNodeId, topologyData.nodes);
+                } else if (currentlySelectedNodeId && !topologyData.nodes[currentlySelectedNodeId]) {
                     // If selected node is gone, close panel and clear selection
                     nodeDetailPanel.classList.remove('visible');
                     currentlySelectedNodeId = null;
@@ -1938,8 +2376,9 @@
         }
 
         function transformClusterStateToTopology(clusterState) {
-            const result = {};
-            if (!clusterState) return result;
+            const resultNodes = {};
+            const resultEdges = [];
+            if (!clusterState) return { nodes: resultNodes, edges: resultEdges };
 
             // Helper: get numeric bytes from various shapes (number | {in_bytes}|{inBytes})
             function getBytes(value) {
@@ -1959,18 +2398,23 @@
                 return fallback;
             };
 
-            // Process nodes from topology or fallback to node_profiles/nodeProfiles directly
+            // Helper: detect API placeholders like "unknown" (case-insensitive)
+            const isUnknown = (value) => {
+                return typeof value === 'string' && value.trim().toLowerCase() === 'unknown';
+            };
+
+            // Process nodes from topology or fallback to nodeProfiles directly (support both snake_case and camelCase)
             let nodesToProcess = {};
             if (clusterState.topology && Array.isArray(clusterState.topology.nodes)) {
                 clusterState.topology.nodes.forEach(node => {
-                    const nid = node.node_id ?? node.nodeId;
-                    const nprof = node.node_profile ?? node.nodeProfile;
+                    const nid = node.nodeId ?? node.node_id;
+                    const nprof = node.nodeProfile ?? node.node_profile;
                     if (nid && nprof) {
                         nodesToProcess[nid] = nprof;
                     }
                 });
-            } else if (clusterState.node_profiles || clusterState.nodeProfiles) {
-                nodesToProcess = clusterState.node_profiles ?? clusterState.nodeProfiles;
+            } else if (clusterState.nodeProfiles || clusterState.node_profiles) {
+                nodesToProcess = clusterState.nodeProfiles || clusterState.node_profiles;
             }
 
             // Transform each node
@@ -1991,10 +2435,15 @@
                 memBytesAvailable = getBytes(ramAvailVal);
                 const memBytesUsed = Math.max(memBytesTotal - memBytesAvailable, 0);
 
-                // Extract model information
-                const modelId = pick(nodeProfile, 'model_id', 'modelId', 'Unknown');
-                const chipId = pick(nodeProfile, 'chip_id', 'chipId', '');
-                const friendlyName = pick(nodeProfile, 'friendly_name', 'friendlyName', `${nodeId.substring(0, 8)}...`);
+                // Extract model information with graceful placeholders while node is loading
+                const rawModelId = pick(nodeProfile, 'model_id', 'modelId', 'Unknown');
+                const rawChipId = pick(nodeProfile, 'chip_id', 'chipId', '');
+                const rawFriendlyName = pick(nodeProfile, 'friendly_name', 'friendlyName', `${nodeId.substring(0, 8)}...`);
+
+                // When API has not fully loaded (reports "unknown"), present a nice default
+                const modelId = isUnknown(rawModelId) ? 'Mac Studio' : rawModelId;
+                const chipId = isUnknown(rawChipId) ? '' : rawChipId;
+                const friendlyName = (!rawFriendlyName || isUnknown(rawFriendlyName)) ? 'Mac' : rawFriendlyName;
 
                 // Extract network addresses (support snake_case and camelCase)
                 const addrList = [];
@@ -2039,7 +2488,7 @@
                     timestamp: new Date().toISOString()
                 };
 
-                result[nodeId] = {
+                resultNodes[nodeId] = {
                     mem: memBytesTotal,
                     addrs: addrList,
                     last_addr_update: Date.now() / 1000,
@@ -2053,7 +2502,21 @@
                 };
             }
 
-            return result;
+            // Extract directed edges from topology.connections if present (support camelCase)
+            const connections = clusterState.topology && Array.isArray(clusterState.topology.connections)
+                ? clusterState.topology.connections
+                : [];
+            connections.forEach(conn => {
+                if (!conn) return;
+                const src = conn.localNodeId ?? conn.local_node_id;
+                const dst = conn.sendBackNodeId ?? conn.send_back_node_id;
+                if (!src || !dst) return;
+                if (!resultNodes[src] || !resultNodes[dst]) return; // only draw edges between known nodes
+                if (src === dst) return; // skip self loops for now
+                resultEdges.push({ source: src, target: dst });
+            });
+
+            return { nodes: resultNodes, edges: resultEdges };
         }
 
         // --- Conditional Data Handling ---
@@ -2193,11 +2656,12 @@
                         mi.timestamp = new Date().toISOString();
                     }
                 }
-                renderNodes(mockData);
+                const mockTopology = { nodes: mockData, edges: [] };
+                renderNodes(mockTopology);
                 lastUpdatedElement.textContent = `Last updated: ${new Date().toLocaleTimeString()} (Mock Data)`;
 
                 if (currentlySelectedNodeId && mockData[currentlySelectedNodeId]) {
-                    showNodeDetails(currentlySelectedNodeId, mockData);
+                    showNodeDetails(currentlySelectedNodeId, mockTopology.nodes);
                 } else if (currentlySelectedNodeId && !mockData[currentlySelectedNodeId]) {
                     nodeDetailPanel.classList.remove('visible');
                     currentlySelectedNodeId = null;
diff --git a/pyproject.toml b/pyproject.toml
index c237615e..39240fc6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,11 +51,11 @@ dev = [
     "ruff>=0.11.13",
 ]
 
-# dependencies only required for Apple Silicon
-[project.optional-dependencies]
-darwin = [
-    "mlx",
-]
+# mlx[cuda] requires a newer version of mlx. the ideal on linux is: default to mlx[cpu] unless[cuda] specified.
+# [project.optional-dependencies]
+# cuda = [
+#     "mlx[cuda]==0.26.3",
+# ]
 
 ###
 # workspace configuration
diff --git a/src/exo/engines/mlx/utils_mlx.py b/src/exo/engines/mlx/utils_mlx.py
index 774af661..4baa9853 100644
--- a/src/exo/engines/mlx/utils_mlx.py
+++ b/src/exo/engines/mlx/utils_mlx.py
@@ -3,6 +3,7 @@ import concurrent.futures
 import contextlib
 import os
 import resource
+from loguru import logger
 from asyncio import AbstractEventLoop
 from typing import Any, Callable, Optional, cast
 
@@ -63,6 +64,9 @@ def mlx_setup(
     cache_frac_of_mrwss: float = 0.65,  # main workhorse
     wired_frac_of_mrwss: float = 0.00,  # start with no wiring
 ) -> None:
+    if not mx.metal.is_available():
+        logger.warning("Metal is not available. Skipping MLX memory wired limits setup.")
+        return
     info = mx.metal.device_info()
     mrwss = int(info["max_recommended_working_set_size"])  # bytes
     memsize = int(info["memory_size"])  # bytes
diff --git a/src/exo/master/tests/test_api.py b/src/exo/master/tests/test_api.py
deleted file mode 100644
index 5965ab5e..00000000
--- a/src/exo/master/tests/test_api.py
+++ /dev/null
@@ -1,38 +0,0 @@
-import asyncio
-
-import pytest
-
-
-@pytest.mark.asyncio
-async def test_master_api_multiple_response_sequential() -> None:
-    # TODO
-    return
-    messages = [ChatMessage(role="user", content="Hello, who are you?")]
-    token_count = 0
-    text: str = ""
-    async for choice in stream_chatgpt_response(messages):
-        print(choice, flush=True)
-        if choice.delta and choice.delta.content:
-            text += choice.delta.content
-            token_count += 1
-        if choice.finish_reason:
-            break
-
-    assert token_count >= 3, f"Expected at least 3 tokens, got {token_count}"
-    assert len(text) > 0, "Expected non-empty response text"
-
-    await asyncio.sleep(0.1)
-
-    messages = [ChatMessage(role="user", content="What time is it in France?")]
-    token_count = 0
-    text = ""  # re-initialize, do not redeclare type
-    async for choice in stream_chatgpt_response(messages):
-        print(choice, flush=True)
-        if choice.delta and choice.delta.content:
-            text += choice.delta.content
-            token_count += 1
-        if choice.finish_reason:
-            break
-
-    assert token_count >= 3, f"Expected at least 3 tokens, got {token_count}"
-    assert len(text) > 0, "Expected non-empty response text"
diff --git a/src/exo/shared/types/state.py b/src/exo/shared/types/state.py
index 8e2e6ede..fcdd08a6 100644
--- a/src/exo/shared/types/state.py
+++ b/src/exo/shared/types/state.py
@@ -1,7 +1,7 @@
 from collections.abc import Mapping, Sequence
 from typing import Any, cast
 
-from pydantic import ConfigDict, Field, field_validator, field_serializer
+from pydantic import ConfigDict, Field, field_serializer, field_validator
 
 from exo.shared.topology import Topology, TopologySnapshot
 from exo.shared.types.common import NodeId
diff --git a/src/exo/shared/types/worker/downloads.py b/src/exo/shared/types/worker/downloads.py
index 5c58b3e4..843ee7de 100644
--- a/src/exo/shared/types/worker/downloads.py
+++ b/src/exo/shared/types/worker/downloads.py
@@ -6,7 +6,15 @@ from exo.utils.pydantic_ext import CamelCaseModel, TaggedModel
 class DownloadProgressData(CamelCaseModel):
     total_bytes: Memory
     downloaded_bytes: Memory
+    downloaded_bytes_this_session: Memory
 
+    completed_files: int
+    total_files: int
+
+    speed: float
+    eta_ms: int
+
+    files: dict[str, "DownloadProgressData"]
 
 class BaseDownloadProgress(TaggedModel):
     node_id: NodeId
diff --git a/src/exo/worker/download/download_utils.py b/src/exo/worker/download/download_utils.py
index 03551db9..b33eaae7 100644
--- a/src/exo/worker/download/download_utils.py
+++ b/src/exo/worker/download/download_utils.py
@@ -12,9 +12,19 @@ from urllib.parse import urljoin
 import aiofiles
 import aiofiles.os as aios
 import aiohttp
-from pydantic import BaseModel, DirectoryPath, Field, PositiveInt, TypeAdapter, ConfigDict
+from loguru import logger
+from pydantic import (
+    BaseModel,
+    ConfigDict,
+    DirectoryPath,
+    Field,
+    PositiveInt,
+    TypeAdapter,
+)
 
 from exo.shared.constants import EXO_HOME
+from exo.shared.types.memory import Memory
+from exo.shared.types.worker.downloads import DownloadProgressData
 from exo.shared.types.worker.shards import ShardMetadata
 from exo.worker.download.huggingface_utils import (
     filter_repo_objects,
@@ -40,15 +50,13 @@ class FileListEntry(BaseModel):
 
 
 class RepoFileDownloadProgress(BaseModel):
-    """Progress information for an individual file within a repository download."""
-
     repo_id: str
     repo_revision: str
     file_path: str
-    downloaded: int
-    downloaded_this_session: int
-    total: int
-    speed: float  # bytes per second
+    downloaded: Memory
+    downloaded_this_session: Memory
+    total: Memory
+    speed: float
     eta: timedelta
     status: Literal["not_started", "in_progress", "complete"]
     start_time: float
@@ -57,40 +65,50 @@ class RepoFileDownloadProgress(BaseModel):
 
 
 class RepoDownloadProgress(BaseModel):
-    """Aggregated download progress information for a repository/shard combination.
-
-    This structure captures the overall progress of downloading the files
-    required to materialise a particular *shard* of a model.  It purposely
-    mirrors the key summary fields emitted by the `RepoProgressEvent` so that
-    the event payload can be cleanly projected onto the long-lived cluster
-    state.
-    """
-
     repo_id: str
     repo_revision: str
     shard: ShardMetadata
-
-    # progress totals
     completed_files: int
     total_files: int
-    downloaded_bytes: int
-    downloaded_bytes_this_session: int
-    total_bytes: int
-
-    # speed / eta
-    overall_speed: float  # bytes per second
+    downloaded_bytes: Memory
+    downloaded_bytes_this_session: Memory
+    total_bytes: Memory
+    overall_speed: float
     overall_eta: timedelta
-
-    # lifecycle status
     status: Literal["not_started", "in_progress", "complete"]
-
-    # fine-grained file progress keyed by file_path
     file_progress: Dict[str, RepoFileDownloadProgress] = Field(default_factory=dict)
 
     model_config = ConfigDict(
-        frozen = True  # allow use as dict keys if desired
+        frozen = True
     )
 
+def trim_etag(etag: str) -> str:
+    if (etag[0] == '"' and etag[-1] == '"') or (etag[0] == "'" and etag[-1] == "'"):
+        return etag[1:-1]
+    return etag
+
+def map_repo_file_download_progress_to_download_progress_data(repo_file_download_progress: RepoFileDownloadProgress) -> DownloadProgressData:
+    return DownloadProgressData(
+        downloaded_bytes=repo_file_download_progress.downloaded,
+        downloaded_bytes_this_session=repo_file_download_progress.downloaded_this_session,
+        total_bytes=repo_file_download_progress.total,
+        completed_files=1 if repo_file_download_progress.status == "complete" else 0,
+        total_files=1,
+        speed=repo_file_download_progress.speed,
+        eta_ms=int(repo_file_download_progress.eta.total_seconds() * 1000),
+        files={},
+    )
+def map_repo_download_progress_to_download_progress_data(repo_download_progress: RepoDownloadProgress) -> DownloadProgressData:
+    return DownloadProgressData(
+        total_bytes=repo_download_progress.total_bytes,
+        downloaded_bytes=repo_download_progress.downloaded_bytes,
+        downloaded_bytes_this_session=repo_download_progress.downloaded_bytes_this_session,
+        completed_files=repo_download_progress.completed_files,
+        total_files=repo_download_progress.total_files,
+        speed=repo_download_progress.overall_speed,
+        eta_ms=int(repo_download_progress.overall_eta.total_seconds() * 1000),
+        files={file_path: map_repo_file_download_progress_to_download_progress_data(file_progress) for file_path, file_progress in repo_download_progress.file_progress.items()},
+    )
 
 def build_model_path(model_id: str) -> DirectoryPath:
     return EXO_HOME / "models" / model_id.replace("/", "--")
@@ -141,13 +159,13 @@ async def seed_models(seed_dir: Union[str, Path]):
         if path.is_dir() and path.name.startswith("models--"):
             dest_path = dest_dir / path.name
             if await aios.path.exists(dest_path):
-                print("Skipping moving model to .cache directory")
+                logger.info("Skipping moving model to .cache directory")
             else:
                 try:
                     await aios.rename(str(path), str(dest_path))
                 except Exception:
-                    print(f"Error seeding model {path} to {dest_path}")
-                    traceback.print_exc()
+                    logger.error(f"Error seeding model {path} to {dest_path}")
+                    logger.error(traceback.format_exc())
 
 
 async def fetch_file_list_with_cache(
@@ -192,13 +210,9 @@ async def _fetch_file_list(
     api_url = f"{get_hf_endpoint()}/api/models/{repo_id}/tree/{revision}"
     url = f"{api_url}/{path}" if path else api_url
 
-    headers = await get_auth_headers()
+    headers = await get_download_headers()
     async with (
-        aiohttp.ClientSession(
-            timeout=aiohttp.ClientTimeout(
-                total=30, connect=10, sock_read=30, sock_connect=10
-            )
-        ) as session,
+        create_http_session(timeout_profile="short") as session,
         session.get(url, headers=headers) as response,
     ):
         if response.status == 200:
@@ -218,6 +232,34 @@ async def _fetch_file_list(
             raise Exception(f"Failed to fetch file list: {response.status}")
 
 
+async def get_download_headers() -> dict[str, str]:
+    return {**(await get_auth_headers()), "Accept-Encoding": "identity"}
+
+def create_http_session(
+    auto_decompress: bool = False,
+    timeout_profile: Literal["short", "long"] = "long",
+) -> aiohttp.ClientSession:
+    if timeout_profile == "short":
+        total_timeout = 30
+        connect_timeout = 10
+        sock_read_timeout = 30
+        sock_connect_timeout = 10
+    else:
+        total_timeout = 1800
+        connect_timeout = 60
+        sock_read_timeout = 1800
+        sock_connect_timeout = 60
+
+    return aiohttp.ClientSession(
+        auto_decompress=auto_decompress,
+        timeout=aiohttp.ClientTimeout(
+            total=total_timeout,
+            connect=connect_timeout,
+            sock_read=sock_read_timeout,
+            sock_connect=sock_connect_timeout,
+        ),
+    )
+
 async def calc_hash(path: Path, hash_type: Literal["sha1", "sha256"] = "sha1") -> str:
     hasher = hashlib.sha1() if hash_type == "sha1" else hashlib.sha256()
     if hash_type == "sha1":
@@ -237,46 +279,29 @@ async def file_meta(
         if redirected_location is None
         else f"{get_hf_endpoint()}{redirected_location}"
     )
-    headers = await get_auth_headers()
+    headers = await get_download_headers()
     async with (
-        aiohttp.ClientSession(
-            timeout=aiohttp.ClientTimeout(
-                total=1800, connect=60, sock_read=1800, sock_connect=60
-            )
-        ) as session,
+        create_http_session(timeout_profile="short") as session,
         session.head(url, headers=headers) as r,
     ):
         if r.status == 307:
-            # Try to extract from X-Linked headers first (common for HF redirects)
-            content_length = int(
-                r.headers.get("x-linked-size") or r.headers.get("content-length") or 0
-            )
-            etag = (
-                r.headers.get("X-Linked-ETag")
-                or r.headers.get("ETag")
-                or r.headers.get("Etag")
-            )
-            if content_length > 0 and etag is not None:
-                if (etag[0] == '"' and etag[-1] == '"') or (
-                    etag[0] == "'" and etag[-1] == "'"
-                ):
-                    etag = etag[1:-1]
+            # On redirect, only trust Hugging Face's x-linked-* headers.
+            x_linked_size = r.headers.get("x-linked-size")
+            x_linked_etag = r.headers.get("x-linked-etag")
+            if x_linked_size and x_linked_etag:
+                content_length = int(x_linked_size)
+                etag = trim_etag(x_linked_etag)
                 return content_length, etag
-            # If not available, recurse with the redirect
-            redirected_location = r.headers.get("Location")
+            # Otherwise, follow the redirect to get authoritative size/hash
+            redirected_location = r.headers.get("location")
             return await file_meta(repo_id, revision, path, redirected_location)
         content_length = int(
             r.headers.get("x-linked-size") or r.headers.get("content-length") or 0
         )
-        etag = (
-            r.headers.get("X-Linked-ETag")
-            or r.headers.get("ETag")
-            or r.headers.get("Etag")
-        )
+        etag = r.headers.get("x-linked-etag") or r.headers.get("etag")
         assert content_length > 0, f"No content length for {url}"
         assert etag is not None, f"No remote hash for {url}"
-        if (etag[0] == '"' and etag[-1] == '"') or (etag[0] == "'" and etag[-1] == "'"):
-            etag = etag[1:-1]
+        etag = trim_etag(etag)
         return content_length, etag
 
 
@@ -296,10 +321,10 @@ async def download_file_with_retry(
         except Exception as e:
             if isinstance(e, FileNotFoundError) or attempt == n_attempts - 1:
                 raise e
-            print(
+            logger.error(
                 f"Download error on attempt {attempt}/{n_attempts} for {repo_id=} {revision=} {path=} {target_dir=}"
             )
-            traceback.print_exc()
+            logger.error(traceback.format_exc())
             await asyncio.sleep(min(8, 0.1 * (2.0**attempt)))
     raise Exception(
         f"Failed to download file {repo_id=} {revision=} {path=} {target_dir=}"
@@ -326,23 +351,13 @@ async def _download_file(
     )
     if resume_byte_pos != length:
         url = urljoin(f"{get_hf_endpoint()}/{repo_id}/resolve/{revision}/", path)
-        headers = await get_auth_headers()
+        headers = await get_download_headers()
         if resume_byte_pos:
             headers["Range"] = f"bytes={resume_byte_pos}-"
         n_read = resume_byte_pos or 0
         async with (
-            aiohttp.ClientSession(
-                timeout=aiohttp.ClientTimeout(
-                    total=1800, connect=60, sock_read=1800, sock_connect=60
-                )
-            ) as session,
-            session.get(
-                url,
-                headers=headers,
-                timeout=aiohttp.ClientTimeout(
-                    total=1800, connect=60, sock_read=1800, sock_connect=60
-                ),
-            ) as r,
+            create_http_session(timeout_profile="long") as session,
+            session.get(url, headers=headers) as r,
         ):
             if r.status == 404:
                 raise FileNotFoundError(f"File not found: {url}")
@@ -364,7 +379,7 @@ async def _download_file(
         try:
             await aios.remove(partial_path)
         except Exception as e:
-            print(f"Error removing partial file {partial_path}: {e}")
+            logger.error(f"Error removing partial file {partial_path}: {e}")
         raise Exception(
             f"Downloaded file {target_dir / path} has hash {final_hash} but remote hash is {remote_hash}"
         )
@@ -379,11 +394,9 @@ def calculate_repo_progress(
     file_progress: Dict[str, RepoFileDownloadProgress],
     all_start_time: float,
 ) -> RepoDownloadProgress:
-    all_total_bytes = sum(p.total for p in file_progress.values())
-    all_downloaded_bytes = sum(p.downloaded for p in file_progress.values())
-    all_downloaded_bytes_this_session = sum(
-        p.downloaded_this_session for p in file_progress.values()
-    )
+    all_total_bytes = sum((p.total.in_bytes for p in file_progress.values()), 0)
+    all_downloaded_bytes = sum((p.downloaded.in_bytes for p in file_progress.values()), 0)
+    all_downloaded_bytes_this_session = sum((p.downloaded_this_session.in_bytes for p in file_progress.values()), 0)
     elapsed_time = time.time() - all_start_time
     all_speed = (
         all_downloaded_bytes_this_session / elapsed_time if elapsed_time > 0 else 0
@@ -408,9 +421,9 @@ def calculate_repo_progress(
             [p for p in file_progress.values() if p.downloaded == p.total]
         ),
         total_files=len(file_progress),
-        downloaded_bytes=all_downloaded_bytes,
-        downloaded_bytes_this_session=all_downloaded_bytes_this_session,
-        total_bytes=all_total_bytes,
+        downloaded_bytes=Memory.from_bytes(all_downloaded_bytes),
+        downloaded_bytes_this_session=Memory.from_bytes(all_downloaded_bytes_this_session),
+        total_bytes=Memory.from_bytes(all_total_bytes),
         overall_speed=all_speed,
         overall_eta=all_eta,
         status=status,
@@ -434,8 +447,8 @@ async def resolve_allow_patterns(shard: ShardMetadata) -> List[str]:
         weight_map = await get_weight_map(str(shard.model_meta.model_id))
         return get_allow_patterns(weight_map, shard)
     except Exception:
-        print(f"Error getting weight map for {shard.model_meta.model_id=}")
-        traceback.print_exc()
+        logger.error(f"Error getting weight map for {shard.model_meta.model_id=}")
+        logger.error(traceback.format_exc())
         return ["*"]
 
 
@@ -451,13 +464,11 @@ async def get_downloaded_size(path: Path) -> int:
 async def download_progress_for_local_path(
     repo_id: str, shard: ShardMetadata, local_path: Path
 ) -> RepoDownloadProgress:
-    # Scan local files for accurate progress reporting
     file_progress: Dict[str, RepoFileDownloadProgress] = {}
     total_files = 0
     total_bytes = 0
 
     if await aios.path.isdir(local_path):
-        # Recursively count files and sizes
         for root, _, files in os.walk(local_path):
             for f in files:
                 if f.endswith((".safetensors", ".bin", ".pt", ".gguf", ".json")):
@@ -468,9 +479,9 @@ async def download_progress_for_local_path(
                         repo_id=repo_id,
                         repo_revision="local",
                         file_path=rel_path,
-                        downloaded=size,
-                        downloaded_this_session=0,
-                        total=size,
+                        downloaded=Memory.from_bytes(size),
+                        downloaded_this_session=Memory.from_bytes(0),
+                        total=Memory.from_bytes(size),
                         speed=0,
                         eta=timedelta(0),
                         status="complete",
@@ -487,9 +498,9 @@ async def download_progress_for_local_path(
         shard=shard,
         completed_files=total_files,
         total_files=total_files,
-        downloaded_bytes=total_bytes,
-        downloaded_bytes_this_session=0,
-        total_bytes=total_bytes,
+        downloaded_bytes=Memory.from_bytes(total_bytes),
+        downloaded_bytes_this_session=Memory.from_bytes(0),
+        total_bytes=Memory.from_bytes(total_bytes),
         overall_speed=0,
         overall_eta=timedelta(0),
         status="complete",
@@ -505,11 +516,11 @@ async def download_shard(
     allow_patterns: List[str] | None = None,
 ) -> tuple[Path, RepoDownloadProgress]:
     if not skip_download:
-        print(f"Downloading {shard.model_meta.model_id=}")
+        logger.info(f"Downloading {shard.model_meta.model_id=}")
 
     # Handle local paths
     if await aios.path.exists(str(shard.model_meta.model_id)):
-        print(f"Using local model path {shard.model_meta.model_id}")
+        logger.info(f"Using local model path {shard.model_meta.model_id}")
         local_path = Path(str(shard.model_meta.model_id))
         return local_path, await download_progress_for_local_path(
             str(shard.model_meta.model_id), shard, local_path
@@ -525,7 +536,7 @@ async def download_shard(
     if not allow_patterns:
         allow_patterns = await resolve_allow_patterns(shard)
 
-    print(f"Downloading {shard.model_meta.model_id=} with {allow_patterns=}")
+    logger.info(f"Downloading {shard.model_meta.model_id=} with {allow_patterns=}")
 
     all_start_time = time.time()
     # TODO: currently not recursive. Some models might require subdirectories - thus this will need to be changed.
@@ -546,8 +557,8 @@ async def download_shard(
             else time.time()
         )
         downloaded_this_session = (
-            file_progress[file.path].downloaded_this_session
-            + (curr_bytes - file_progress[file.path].downloaded)
+            file_progress[file.path].downloaded_this_session.in_bytes
+            + (curr_bytes - file_progress[file.path].downloaded.in_bytes)
             if file.path in file_progress
             else curr_bytes
         )
@@ -565,9 +576,9 @@ async def download_shard(
             repo_id=str(shard.model_meta.model_id),
             repo_revision=revision,
             file_path=file.path,
-            downloaded=curr_bytes,
-            downloaded_this_session=downloaded_this_session,
-            total=total_bytes,
+            downloaded=Memory.from_bytes(curr_bytes),
+            downloaded_this_session=Memory.from_bytes(downloaded_this_session),
+            total=Memory.from_bytes(total_bytes),
             speed=speed,
             eta=eta,
             status="complete" if curr_bytes == total_bytes else "in_progress",
@@ -590,9 +601,9 @@ async def download_shard(
             repo_id=str(shard.model_meta.model_id),
             repo_revision=revision,
             file_path=file.path,
-            downloaded=downloaded_bytes,
-            downloaded_this_session=0,
-            total=file.size or 0,
+            downloaded=Memory.from_bytes(downloaded_bytes),
+            downloaded_this_session=Memory.from_bytes(0),
+            total=Memory.from_bytes(file.size or 0),
             speed=0,
             eta=timedelta(0),
             status="complete" if downloaded_bytes == file.size else "not_started",
diff --git a/src/exo/worker/download/shard_downloader.py b/src/exo/worker/download/shard_downloader.py
index bd8ab417..c5e557cb 100644
--- a/src/exo/worker/download/shard_downloader.py
+++ b/src/exo/worker/download/shard_downloader.py
@@ -64,9 +64,9 @@ class ShardDownloader(ABC):
                 ),
                 completed_files=0,
                 total_files=0,
-                downloaded_bytes=0,
-                downloaded_bytes_this_session=0,
-                total_bytes=0,
+                downloaded_bytes=Memory.from_bytes(0),
+                downloaded_bytes_this_session=Memory.from_bytes(0),
+                total_bytes=Memory.from_bytes(0),
                 overall_speed=0,
                 overall_eta=timedelta(seconds=0),
                 status="complete",
@@ -113,9 +113,9 @@ class NoopShardDownloader(ShardDownloader):
                 ),
                 completed_files=0,
                 total_files=0,
-                downloaded_bytes=0,
-                downloaded_bytes_this_session=0,
-                total_bytes=0,
+                downloaded_bytes=Memory.from_bytes(0),
+                downloaded_bytes_this_session=Memory.from_bytes(0),
+                total_bytes=Memory.from_bytes(0),
                 overall_speed=0,
                 overall_eta=timedelta(seconds=0),
                 status="complete",
@@ -131,9 +131,9 @@ class NoopShardDownloader(ShardDownloader):
             shard=shard,
             completed_files=0,
             total_files=0,
-            downloaded_bytes=0,
-            downloaded_bytes_this_session=0,
-            total_bytes=0,
+            downloaded_bytes=Memory.from_bytes(0),
+            downloaded_bytes_this_session=Memory.from_bytes(0),
+            total_bytes=Memory.from_bytes(0),
             overall_speed=0,
             overall_eta=timedelta(seconds=0),
             status="complete",
diff --git a/src/exo/worker/main.py b/src/exo/worker/main.py
index 0c3699fd..8c47145e 100644
--- a/src/exo/worker/main.py
+++ b/src/exo/worker/main.py
@@ -30,7 +30,6 @@ from exo.shared.types.events import (
     TopologyEdgeCreated,
     TopologyEdgeDeleted,
 )
-from exo.shared.types.memory import Memory
 from exo.shared.types.multiaddr import Multiaddr
 from exo.shared.types.profiling import MemoryPerformanceProfile, NodePerformanceProfile
 from exo.shared.types.state import State
@@ -41,7 +40,6 @@ from exo.shared.types.worker.downloads import (
     DownloadCompleted,
     DownloadOngoing,
     DownloadPending,
-    DownloadProgressData,
 )
 from exo.shared.types.worker.ops import (
     AssignRunnerOp,
@@ -64,6 +62,9 @@ from exo.shared.types.worker.shards import ShardMetadata
 from exo.utils.channels import Receiver, Sender
 from exo.utils.event_buffer import OrderedBuffer
 from exo.worker.common import AssignedRunner
+from exo.worker.download.download_utils import (
+    map_repo_download_progress_to_download_progress_data,
+)
 from exo.worker.download.shard_downloader import RepoDownloadProgress, ShardDownloader
 from exo.worker.plan import plan
 from exo.worker.runner.runner_supervisor import RunnerSupervisor
@@ -318,12 +319,7 @@ class Worker:
         assigned_runner.status = DownloadingRunnerStatus(
             download_progress=DownloadOngoing(
                 node_id=self.node_id,
-                download_progress=DownloadProgressData(
-                    total_bytes=Memory.from_bytes(initial_progress.total_bytes),
-                    downloaded_bytes=Memory.from_bytes(
-                        initial_progress.downloaded_bytes
-                    ),
-                ),
+                download_progress=map_repo_download_progress_to_download_progress_data(initial_progress),
             )
         )
         yield assigned_runner.status_update_event()
@@ -377,12 +373,7 @@ class Worker:
                     assigned_runner.status = DownloadingRunnerStatus(
                         download_progress=DownloadOngoing(
                             node_id=self.node_id,
-                            download_progress=DownloadProgressData(
-                                total_bytes=Memory.from_bytes(progress.total_bytes),
-                                downloaded_bytes=Memory.from_bytes(
-                                    progress.downloaded_bytes
-                                ),
-                            ),
+                            download_progress=map_repo_download_progress_to_download_progress_data(progress),
                         )
                     )
                     yield assigned_runner.status_update_event()
diff --git a/src/exo/worker/tests/test_plan/test_worker_plan_utils.py b/src/exo/worker/tests/test_plan/test_worker_plan_utils.py
index f4681c11..fd9c40d2 100644
--- a/src/exo/worker/tests/test_plan/test_worker_plan_utils.py
+++ b/src/exo/worker/tests/test_plan/test_worker_plan_utils.py
@@ -117,7 +117,7 @@ def make_downloading_status(node_id: NodeId) -> DownloadingRunnerStatus:
         download_progress=DownloadOngoing(
             node_id=node_id,
             download_progress=DownloadProgressData(
-                total_bytes=Memory.from_bytes(1), downloaded_bytes=Memory.from_bytes(0)
+                total_bytes=Memory.from_bytes(1), downloaded_bytes=Memory.from_bytes(0), downloaded_bytes_this_session=Memory.from_bytes(0), completed_files=0, total_files=0, speed=0, eta_ms=0, files={}
             ),
         )
     )
diff --git a/src/exo/worker/utils/profile.py b/src/exo/worker/utils/profile.py
index 45f8c4b0..50914a31 100644
--- a/src/exo/worker/utils/profile.py
+++ b/src/exo/worker/utils/profile.py
@@ -7,6 +7,7 @@ import anyio
 import psutil
 from loguru import logger
 
+from exo.shared.types.memory import Memory
 from exo.shared.types.profiling import (
     MemoryPerformanceProfile,
     NodePerformanceProfile,
@@ -48,16 +49,14 @@ async def get_memory_profile_async() -> MemoryPerformanceProfile:
         vm = psutil.virtual_memory()
         sm = psutil.swap_memory()
 
-        override_memory_env = os.getenv("OVERRIDE_MEMORY")
+        override_memory_env = os.getenv("OVERRIDE_MEMORY_MB")
         override_memory: int | None = (
-            int(override_memory_env) * 2**30 if override_memory_env else None
+            Memory.from_mb(int(override_memory_env)).in_bytes if override_memory_env else None
         )
 
         return MemoryPerformanceProfile.from_bytes(
             ram_total=int(vm.total),
-            ram_available=int(override_memory)
-            if override_memory
-            else int(vm.available),
+            ram_available=int(override_memory) if override_memory else int(vm.available),
             swap_total=int(sm.total),
             swap_available=int(sm.free),
         )
@@ -99,14 +98,15 @@ async def start_polling_node_metrics(
                 system_info,
                 network_interfaces,
                 mac_friendly_name,
-                memory_profile,
             ) = await asyncio.gather(
                 get_mac_system_info_async(),
                 get_network_interface_info_async(),
                 get_mac_friendly_name_async(),
-                get_memory_profile_async(),
             )
 
+            # do the memory profile last to get a fresh reading to not conflict with the other memory profiling loop
+            memory_profile = await get_memory_profile_async()
+
             await callback(
                 NodePerformanceProfile(
                     model_id=system_info.model_id,
diff --git a/uv.lock b/uv.lock
index 6ef6edd7..3846cf18 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 1
 requires-python = ">=3.13"
 resolution-markers = [
     "sys_platform == 'darwin'",
@@ -21,18 +21,18 @@ members = [
 name = "aiofiles"
 version = "24.1.0"
 source = { registry = "https://pypi.org/simple" }
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