debug: add logging for NodeGatheredInfo event flow

Track when NodeGatheredInfo events are sent and applied to help
diagnose why joining nodes stay as "unknown".

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

app/EXO/EXO/EXOApp.swift

@@ -45,8 +45,8 @@ struct EXOApp: App {
         let thunderboltBridge = ThunderboltBridgeService(clusterStateService: service)
         _thunderboltBridgeService = StateObject(wrappedValue: thunderboltBridge)
         enableLaunchAtLoginIfNeeded()
-        // Remove old LaunchDaemon components if they exist (from previous versions)
-        cleanupLegacyNetworkSetup()
+        // Install LaunchDaemon to disable Thunderbolt Bridge on startup (prevents network loops)
+        NetworkSetupHelper.promptAndInstallIfNeeded()
         // Check local network access periodically (warning disappears when user grants permission)
         localNetwork.startPeriodicChecking(interval: 10)
         controller.scheduleLaunch(after: 15)
@@ -136,36 +136,6 @@ struct EXOApp: App {
         }
     }
 
-    private func cleanupLegacyNetworkSetup() {
-        guard NetworkSetupHelper.hasInstalledComponents() else { return }
-        // Dispatch async to ensure app is ready before showing alert
-        DispatchQueue.main.async {
-            let alert = NSAlert()
-            alert.messageText = "EXO Network Configuration"
-            alert.informativeText =
-                "EXO needs to configure local network discovery on your device. This requires granting permission once."
-            alert.alertStyle = .informational
-            alert.addButton(withTitle: "Continue")
-            alert.addButton(withTitle: "Later")
-
-            let response = alert.runModal()
-            guard response == .alertFirstButtonReturn else {
-                Logger().info("User deferred legacy network setup cleanup")
-                return
-            }
-
-            do {
-                try NetworkSetupHelper.uninstall()
-                Logger().info("Cleaned up legacy network setup components")
-            } catch {
-                // Non-fatal: user may have cancelled admin prompt or cleanup may have
-                // partially succeeded. The app will continue normally.
-                Logger().warning(
-                    "Could not clean up legacy network setup (non-fatal): \(error.localizedDescription)"
-                )
-            }
-        }
-    }
 }
 
 /// Helper for managing EXO's launch-at-login registration

app/EXO/EXO/Services/NetworkSetupHelper.swift

@@ -11,6 +11,68 @@ enum NetworkSetupHelper {
     private static let legacyScriptDestination =
         "/Library/Application Support/EXO/disable_bridge_enable_dhcp.sh"
     private static let plistDestination = "/Library/LaunchDaemons/io.exo.networksetup.plist"
+    private static let requiredStartInterval: Int = 1786
+
+    private static let setupScript = """
+        #!/usr/bin/env bash
+
+        set -euo pipefail
+
+        PREFS="/Library/Preferences/SystemConfiguration/preferences.plist"
+
+        # Remove bridge0 interface
+        ifconfig bridge0 &>/dev/null && {
+          ifconfig bridge0 | grep -q 'member' && {
+            ifconfig bridge0 | awk '/member/ {print $2}' | xargs -n1 ifconfig bridge0 deletem 2>/dev/null || true
+          }
+          ifconfig bridge0 destroy 2>/dev/null || true
+        }
+
+        # Remove Thunderbolt Bridge from VirtualNetworkInterfaces in preferences.plist
+        /usr/libexec/PlistBuddy -c "Delete :VirtualNetworkInterfaces:Bridge:bridge0" "$PREFS" 2>/dev/null || true
+
+        networksetup -listnetworkservices | grep -q "Thunderbolt Bridge" && {
+          networksetup -setnetworkserviceenabled "Thunderbolt Bridge" off
+        } || true
+        """
+
+    /// Prompts user and installs the LaunchDaemon if not already installed.
+    /// Shows an alert explaining what will be installed before requesting admin privileges.
+    static func promptAndInstallIfNeeded() {
+        // Use .utility priority to match NSAppleScript's internal QoS and avoid priority inversion
+        Task.detached(priority: .utility) {
+            // If already correctly installed, skip
+            if daemonAlreadyInstalled() {
+                return
+            }
+
+            // Show alert on main thread
+            let shouldInstall = await MainActor.run {
+                let alert = NSAlert()
+                alert.messageText = "EXO Network Configuration"
+                alert.informativeText =
+                    "EXO needs to install a system service to automatically disable Thunderbolt Bridge on startup. This prevents network loops when connecting multiple Macs via Thunderbolt.\n\nYou will be prompted for your administrator password."
+                alert.alertStyle = .informational
+                alert.addButton(withTitle: "Install")
+                alert.addButton(withTitle: "Not Now")
+                return alert.runModal() == .alertFirstButtonReturn
+            }
+
+            guard shouldInstall else {
+                logger.info("User deferred network setup daemon installation")
+                return
+            }
+
+            do {
+                try installLaunchDaemon()
+                logger.info("Network setup launch daemon installed and started")
+            } catch {
+                logger.error(
+                    "Network setup launch daemon failed: \(error.localizedDescription, privacy: .public)"
+                )
+            }
+        }
+    }
 
     /// Removes all EXO network setup components from the system.
     /// This includes the LaunchDaemon, scripts, logs, and network location.
@@ -30,6 +92,100 @@ enum NetworkSetupHelper {
         return scriptExists || legacyScriptExists || plistExists
     }
 
+    private static func daemonAlreadyInstalled() -> Bool {
+        let manager = FileManager.default
+        let scriptExists = manager.fileExists(atPath: scriptDestination)
+        let plistExists = manager.fileExists(atPath: plistDestination)
+        guard scriptExists, plistExists else { return false }
+        guard
+            let installedScript = try? String(contentsOfFile: scriptDestination, encoding: .utf8),
+            installedScript.trimmingCharacters(in: .whitespacesAndNewlines)
+                == setupScript.trimmingCharacters(in: .whitespacesAndNewlines)
+        else {
+            return false
+        }
+        guard
+            let data = try? Data(contentsOf: URL(fileURLWithPath: plistDestination)),
+            let plist = try? PropertyListSerialization.propertyList(
+                from: data, options: [], format: nil) as? [String: Any]
+        else {
+            return false
+        }
+        guard
+            let interval = plist["StartInterval"] as? Int,
+            interval == requiredStartInterval
+        else {
+            return false
+        }
+        if let programArgs = plist["ProgramArguments"] as? [String],
+            programArgs.contains(scriptDestination) == false
+        {
+            return false
+        }
+        return true
+    }
+
+    private static func installLaunchDaemon() throws {
+        let installerScript = makeInstallerScript()
+        try runShellAsAdmin(installerScript)
+    }
+
+    private static func makeInstallerScript() -> String {
+        """
+        set -euo pipefail
+
+        LABEL="\(daemonLabel)"
+        SCRIPT_DEST="\(scriptDestination)"
+        LEGACY_SCRIPT_DEST="\(legacyScriptDestination)"
+        PLIST_DEST="\(plistDestination)"
+        LOG_OUT="/var/log/\(daemonLabel).log"
+        LOG_ERR="/var/log/\(daemonLabel).err.log"
+
+        # First, completely remove any existing installation
+        launchctl bootout system/"$LABEL" 2>/dev/null || true
+        rm -f "$PLIST_DEST"
+        rm -f "$SCRIPT_DEST"
+        rm -f "$LEGACY_SCRIPT_DEST"
+        rm -f "$LOG_OUT" "$LOG_ERR"
+
+        # Install fresh
+        mkdir -p "$(dirname "$SCRIPT_DEST")"
+
+        cat > "$SCRIPT_DEST" <<'EOF_SCRIPT'
+        \(setupScript)
+        EOF_SCRIPT
+        chmod 755 "$SCRIPT_DEST"
+
+        cat > "$PLIST_DEST" <<'EOF_PLIST'
+        <?xml version="1.0" encoding="UTF-8"?>
+        <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+        <plist version="1.0">
+        <dict>
+          <key>Label</key>
+          <string>\(daemonLabel)</string>
+          <key>ProgramArguments</key>
+          <array>
+            <string>/bin/bash</string>
+            <string>\(scriptDestination)</string>
+          </array>
+          <key>StartInterval</key>
+          <integer>\(requiredStartInterval)</integer>
+          <key>RunAtLoad</key>
+          <true/>
+          <key>StandardOutPath</key>
+          <string>/var/log/\(daemonLabel).log</string>
+          <key>StandardErrorPath</key>
+          <string>/var/log/\(daemonLabel).err.log</string>
+        </dict>
+        </plist>
+        EOF_PLIST
+
+        launchctl bootstrap system "$PLIST_DEST"
+        launchctl enable system/"$LABEL"
+        launchctl kickstart -k system/"$LABEL"
+        """
+    }
+
     private static func makeUninstallScript() -> String {
         """
         set -euo pipefail

dashboard/parts.nix

@@ -3,6 +3,45 @@
   perSystem =
     { pkgs, lib, ... }:
     let
+      # Stub source with lockfiles and minimal files for build to succeed
+      # This allows prettier-svelte to avoid rebuilding when dashboard source changes
+      dashboardStubSrc = pkgs.runCommand "dashboard-stub-src" { } ''
+        mkdir -p $out
+        cp ${inputs.self}/dashboard/package.json $out/
+        cp ${inputs.self}/dashboard/package-lock.json $out/
+        # Minimal files so vite build succeeds (produces empty output)
+        echo '<!DOCTYPE html><html><head></head><body></body></html>' > $out/index.html
+        mkdir -p $out/src
+        touch $out/src/app.html
+      '';
+
+      # Deps-only build using stub source (for prettier-svelte)
+      # Only rebuilds when package.json or package-lock.json change
+      dashboardDeps = inputs.dream2nix.lib.evalModules {
+        packageSets.nixpkgs = pkgs;
+        modules = [
+          ./dashboard.nix
+          {
+            paths.projectRoot = inputs.self;
+            paths.projectRootFile = "flake.nix";
+            paths.package = inputs.self + "/dashboard";
+          }
+          {
+            deps.dashboardSrc = lib.mkForce dashboardStubSrc;
+          }
+          # Override build phases to skip the actual build - just need node_modules
+          {
+            mkDerivation = {
+              buildPhase = lib.mkForce "true";
+              installPhase = lib.mkForce ''
+                runHook preInstall
+                runHook postInstall
+              '';
+            };
+          }
+        ];
+      };
+
       # Filter source to only include dashboard directory
       dashboardSrc = lib.cleanSourceWith {
         src = inputs.self;
@@ -42,11 +81,12 @@
       '';
 
       # Prettier with svelte plugin for treefmt
+      # Uses dashboardDeps instead of dashboardFull to avoid rebuilding on source changes
       packages.prettier-svelte = pkgs.writeShellScriptBin "prettier-svelte" ''
-        export NODE_PATH="${dashboardFull}/lib/node_modules/exo-dashboard/node_modules"
+        export NODE_PATH="${dashboardDeps}/lib/node_modules/exo-dashboard/node_modules"
         exec ${pkgs.nodejs}/bin/node \
-          ${dashboardFull}/lib/node_modules/exo-dashboard/node_modules/prettier/bin/prettier.cjs \
-          --plugin "${dashboardFull}/lib/node_modules/exo-dashboard/node_modules/prettier-plugin-svelte/plugin.js" \
+          ${dashboardDeps}/lib/node_modules/exo-dashboard/node_modules/prettier/bin/prettier.cjs \
+          --plugin "${dashboardDeps}/lib/node_modules/exo-dashboard/node_modules/prettier-plugin-svelte/plugin.js" \
           "$@"
       '';
     };

dashboard/src/routes/downloads/+page.svelte

@@ -6,6 +6,8 @@
     type DownloadProgress,
     refreshState,
     lastUpdate as lastUpdateStore,
+    startDownload,
+    deleteDownload,
   } from "$lib/stores/app.svelte";
   import HeaderNav from "$lib/components/HeaderNav.svelte";
 
@@ -28,6 +30,7 @@
     etaMs: number;
     status: "completed" | "downloading";
     files: FileProgress[];
+    shardMetadata?: Record<string, unknown>;
   };
 
   type NodeEntry = {
@@ -269,6 +272,12 @@
             }
           }
 
+          // Extract shard_metadata for use with download actions
+          const shardMetadata = (downloadPayload.shard_metadata ??
+            downloadPayload.shardMetadata) as
+            | Record<string, unknown>
+            | undefined;
+
           const entry: ModelEntry = {
             modelId,
             prettyName,
@@ -285,6 +294,7 @@
                 ? "completed"
                 : "downloading",
             files,
+            shardMetadata,
           };
 
           const existing = modelMap.get(modelId);
@@ -469,6 +479,52 @@
                     >
                       {pct.toFixed(1)}%
                     </span>
+                    {#if model.status !== "completed" && model.shardMetadata}
+                      <button
+                        type="button"
+                        class="text-exo-light-gray hover:text-exo-yellow transition-colors"
+                        onclick={() =>
+                          startDownload(node.nodeId, model.shardMetadata!)}
+                        title="Start download"
+                      >
+                        <svg
+                          class="w-4 h-4"
+                          viewBox="0 0 20 20"
+                          fill="none"
+                          stroke="currentColor"
+                          stroke-width="2"
+                        >
+                          <path
+                            d="M10 3v10m0 0l-3-3m3 3l3-3M3 17h14"
+                            stroke-linecap="round"
+                            stroke-linejoin="round"
+                          ></path>
+                        </svg>
+                      </button>
+                    {/if}
+                    {#if model.status === "completed"}
+                      <button
+                        type="button"
+                        class="text-exo-light-gray hover:text-red-400 transition-colors"
+                        onclick={() =>
+                          deleteDownload(node.nodeId, model.modelId)}
+                        title="Delete download"
+                      >
+                        <svg
+                          class="w-4 h-4"
+                          viewBox="0 0 20 20"
+                          fill="none"
+                          stroke="currentColor"
+                          stroke-width="2"
+                        >
+                          <path
+                            d="M4 6h12M8 6V4h4v2m1 0v10a1 1 0 01-1 1H8a1 1 0 01-1-1V6h6"
+                            stroke-linecap="round"
+                            stroke-linejoin="round"
+                          ></path>
+                        </svg>
+                      </button>
+                    {/if}
                     <button
                       type="button"
                       class="text-exo-light-gray hover:text-exo-yellow transition-colors"

pyproject.toml

@@ -6,6 +6,8 @@ readme = "README.md"
 requires-python = ">=3.13"
 dependencies = [
     "aiofiles>=24.1.0",
+    "aiohttp>=3.12.14",
+    "types-aiofiles>=24.1.0.20250708",
     "pydantic>=2.11.7",
     "fastapi>=0.116.1",
     "filelock>=3.18.0",
@@ -24,7 +26,7 @@ dependencies = [
     "httpx>=0.28.1",
     "tomlkit>=0.14.0",
     "pillow>=11.0,<12.0", # compatibility with mflux
-    "mflux>=0.14.2",
+    "mflux==0.15.4",
     "python-multipart>=0.0.21",
 ]
 

src/exo/download/coordinator.py

@@ -0,0 +1,284 @@
+import asyncio
+from dataclasses import dataclass, field
+from typing import Iterator
+
+import anyio
+from anyio import current_time
+from anyio.abc import TaskGroup
+from loguru import logger
+
+from exo.download.download_utils import (
+    RepoDownloadProgress,
+    delete_model,
+    map_repo_download_progress_to_download_progress_data,
+)
+from exo.download.shard_downloader import ShardDownloader
+from exo.shared.models.model_cards import ModelId
+from exo.shared.types.commands import (
+    DeleteDownload,
+    ForwarderDownloadCommand,
+    StartDownload,
+)
+from exo.shared.types.common import NodeId, SessionId
+from exo.shared.types.events import (
+    Event,
+    ForwarderEvent,
+    NodeDownloadProgress,
+)
+from exo.shared.types.worker.downloads import (
+    DownloadCompleted,
+    DownloadFailed,
+    DownloadOngoing,
+    DownloadPending,
+    DownloadProgress,
+)
+from exo.shared.types.worker.shards import ShardMetadata
+from exo.utils.channels import Receiver, Sender, channel
+
+
+@dataclass
+class DownloadCoordinator:
+    node_id: NodeId
+    session_id: SessionId
+    shard_downloader: ShardDownloader
+    download_command_receiver: Receiver[ForwarderDownloadCommand]
+    local_event_sender: Sender[ForwarderEvent]
+    event_index_counter: Iterator[int]
+
+    # Local state
+    download_status: dict[ModelId, DownloadProgress] = field(default_factory=dict)
+    active_downloads: dict[ModelId, asyncio.Task[None]] = field(default_factory=dict)
+
+    # Internal event channel for forwarding (initialized in __post_init__)
+    event_sender: Sender[Event] = field(init=False)
+    event_receiver: Receiver[Event] = field(init=False)
+    _tg: TaskGroup = field(init=False)
+
+    def __post_init__(self) -> None:
+        self.event_sender, self.event_receiver = channel[Event]()
+        self._tg = anyio.create_task_group()
+
+    async def run(self) -> None:
+        logger.info("Starting DownloadCoordinator")
+        async with self._tg as tg:
+            tg.start_soon(self._command_processor)
+            tg.start_soon(self._forward_events)
+            tg.start_soon(self._emit_existing_download_progress)
+
+    def shutdown(self) -> None:
+        self._tg.cancel_scope.cancel()
+
+    async def _command_processor(self) -> None:
+        with self.download_command_receiver as commands:
+            async for cmd in commands:
+                # Only process commands targeting this node
+                if cmd.command.target_node_id != self.node_id:
+                    continue
+
+                match cmd.command:
+                    case StartDownload(shard_metadata=shard):
+                        await self._start_download(shard)
+                    case DeleteDownload(model_id=model_id):
+                        await self._delete_download(model_id)
+
+    async def _start_download(self, shard: ShardMetadata) -> None:
+        model_id = shard.model_card.model_id
+
+        # Check if already downloading or complete
+        if model_id in self.download_status:
+            status = self.download_status[model_id]
+            if isinstance(status, (DownloadOngoing, DownloadCompleted)):
+                logger.debug(
+                    f"Download for {model_id} already in progress or complete, skipping"
+                )
+                return
+
+        # Emit pending status
+        progress = DownloadPending(shard_metadata=shard, node_id=self.node_id)
+        self.download_status[model_id] = progress
+        await self.event_sender.send(NodeDownloadProgress(download_progress=progress))
+
+        # Check initial status from downloader
+        initial_progress = (
+            await self.shard_downloader.get_shard_download_status_for_shard(shard)
+        )
+
+        if initial_progress.status == "complete":
+            completed = DownloadCompleted(
+                shard_metadata=shard,
+                node_id=self.node_id,
+                total_bytes=initial_progress.total_bytes,
+            )
+            self.download_status[model_id] = completed
+            await self.event_sender.send(
+                NodeDownloadProgress(download_progress=completed)
+            )
+            return
+
+        # Start actual download
+        self._start_download_task(shard, initial_progress)
+
+    def _start_download_task(
+        self, shard: ShardMetadata, initial_progress: RepoDownloadProgress
+    ) -> None:
+        model_id = shard.model_card.model_id
+
+        # Emit ongoing status
+        status = DownloadOngoing(
+            node_id=self.node_id,
+            shard_metadata=shard,
+            download_progress=map_repo_download_progress_to_download_progress_data(
+                initial_progress
+            ),
+        )
+        self.download_status[model_id] = status
+        self.event_sender.send_nowait(NodeDownloadProgress(download_progress=status))
+
+        last_progress_time = 0.0
+        throttle_interval_secs = 1.0
+
+        async def download_progress_callback(
+            callback_shard: ShardMetadata, progress: RepoDownloadProgress
+        ) -> None:
+            nonlocal last_progress_time
+
+            if progress.status == "complete":
+                completed = DownloadCompleted(
+                    shard_metadata=callback_shard,
+                    node_id=self.node_id,
+                    total_bytes=progress.total_bytes,
+                )
+                self.download_status[callback_shard.model_card.model_id] = completed
+                await self.event_sender.send(
+                    NodeDownloadProgress(download_progress=completed)
+                )
+                # Clean up active download tracking
+                if callback_shard.model_card.model_id in self.active_downloads:
+                    del self.active_downloads[callback_shard.model_card.model_id]
+            elif (
+                progress.status == "in_progress"
+                and current_time() - last_progress_time > throttle_interval_secs
+            ):
+                ongoing = DownloadOngoing(
+                    node_id=self.node_id,
+                    shard_metadata=callback_shard,
+                    download_progress=map_repo_download_progress_to_download_progress_data(
+                        progress
+                    ),
+                )
+                self.download_status[callback_shard.model_card.model_id] = ongoing
+                await self.event_sender.send(
+                    NodeDownloadProgress(download_progress=ongoing)
+                )
+                last_progress_time = current_time()
+
+        self.shard_downloader.on_progress(download_progress_callback)
+
+        async def download_wrapper() -> None:
+            try:
+                await self.shard_downloader.ensure_shard(shard)
+            except Exception as e:
+                logger.error(f"Download failed for {model_id}: {e}")
+                failed = DownloadFailed(
+                    shard_metadata=shard,
+                    node_id=self.node_id,
+                    error_message=str(e),
+                )
+                self.download_status[model_id] = failed
+                await self.event_sender.send(
+                    NodeDownloadProgress(download_progress=failed)
+                )
+            finally:
+                if model_id in self.active_downloads:
+                    del self.active_downloads[model_id]
+
+        task = asyncio.create_task(download_wrapper())
+        self.active_downloads[model_id] = task
+
+    async def _delete_download(self, model_id: ModelId) -> None:
+        # Cancel if active
+        if model_id in self.active_downloads:
+            logger.info(f"Cancelling active download for {model_id} before deletion")
+            self.active_downloads[model_id].cancel()
+            del self.active_downloads[model_id]
+
+        # Delete from disk
+        logger.info(f"Deleting model files for {model_id}")
+        deleted = await delete_model(model_id)
+
+        if deleted:
+            logger.info(f"Successfully deleted model {model_id}")
+        else:
+            logger.warning(f"Model {model_id} was not found on disk")
+
+        # Emit pending status to reset UI state, then remove from local tracking
+        if model_id in self.download_status:
+            current_status = self.download_status[model_id]
+            pending = DownloadPending(
+                shard_metadata=current_status.shard_metadata,
+                node_id=self.node_id,
+            )
+            await self.event_sender.send(
+                NodeDownloadProgress(download_progress=pending)
+            )
+            del self.download_status[model_id]
+
+    async def _forward_events(self) -> None:
+        with self.event_receiver as events:
+            async for event in events:
+                idx = next(self.event_index_counter)
+                fe = ForwarderEvent(
+                    origin_idx=idx,
+                    origin=self.node_id,
+                    session=self.session_id,
+                    event=event,
+                )
+                logger.debug(
+                    f"DownloadCoordinator published event {idx}: {str(event)[:100]}"
+                )
+                await self.local_event_sender.send(fe)
+
+    async def _emit_existing_download_progress(self) -> None:
+        try:
+            while True:
+                logger.info(
+                    "DownloadCoordinator: Fetching and emitting existing download progress..."
+                )
+                async for (
+                    _,
+                    progress,
+                ) in self.shard_downloader.get_shard_download_status():
+                    if progress.status == "complete":
+                        status: DownloadProgress = DownloadCompleted(
+                            node_id=self.node_id,
+                            shard_metadata=progress.shard,
+                            total_bytes=progress.total_bytes,
+                        )
+                    elif progress.status in ["in_progress", "not_started"]:
+                        if progress.downloaded_bytes_this_session.in_bytes == 0:
+                            status = DownloadPending(
+                                node_id=self.node_id, shard_metadata=progress.shard
+                            )
+                        else:
+                            status = DownloadOngoing(
+                                node_id=self.node_id,
+                                shard_metadata=progress.shard,
+                                download_progress=map_repo_download_progress_to_download_progress_data(
+                                    progress
+                                ),
+                            )
+                    else:
+                        continue
+
+                    self.download_status[progress.shard.model_card.model_id] = status
+                    await self.event_sender.send(
+                        NodeDownloadProgress(download_progress=status)
+                    )
+                logger.info(
+                    "DownloadCoordinator: Done emitting existing download progress."
+                )
+                await anyio.sleep(5 * 60)  # 5 minutes
+        except Exception as e:
+            logger.error(
+                f"DownloadCoordinator: Error emitting existing download progress: {e}"
+            )

src/exo/download/download_utils.py

@@ -8,13 +8,13 @@ import traceback
 from collections.abc import Awaitable
 from datetime import timedelta
 from pathlib import Path
-from typing import Callable, Literal, cast
+from typing import Callable, Literal
 from urllib.parse import urljoin
 
 import aiofiles
 import aiofiles.os as aios
+import aiohttp
 import certifi
-import httpx
 from huggingface_hub import (
     snapshot_download,  # pyright: ignore[reportUnknownVariableType]
 )
@@ -24,7 +24,15 @@ from pydantic import (
     TypeAdapter,
 )
 
+from exo.download.huggingface_utils import (
+    filter_repo_objects,
+    get_allow_patterns,
+    get_auth_headers,
+    get_hf_endpoint,
+    get_hf_token,
+)
 from exo.shared.constants import EXO_MODELS_DIR
+from exo.shared.models.model_cards import ModelTask
 from exo.shared.types.common import ModelId
 from exo.shared.types.memory import Memory
 from exo.shared.types.worker.downloads import (
@@ -35,13 +43,6 @@ from exo.shared.types.worker.downloads import (
     RepoFileDownloadProgress,
 )
 from exo.shared.types.worker.shards import ShardMetadata
-from exo.worker.download.huggingface_utils import (
-    filter_repo_objects,
-    get_allow_patterns,
-    get_auth_headers,
-    get_hf_endpoint,
-    get_hf_token,
-)
 
 
 class HuggingFaceAuthenticationError(Exception):
@@ -189,25 +190,26 @@ async def _fetch_file_list(
     headers = await get_download_headers()
     async with (
         create_http_session(timeout_profile="short") as session,
+        session.get(url, headers=headers) as response,
     ):
-        response = await session.get(url, headers=headers)
-        if response.status_code in [401, 403]:
-            msg = await _build_auth_error_message(response.status_code, model_id)
+        if response.status in [401, 403]:
+            msg = await _build_auth_error_message(response.status, model_id)
             raise HuggingFaceAuthenticationError(msg)
-        if response.status_code != 200:
-            raise Exception(f"Failed to fetch file list: {response.status_code}")
-
-        data = TypeAdapter(list[FileListEntry]).validate_json(response.text)
-        files: list[FileListEntry] = []
-        for item in data:
-            if item.type == "file":
-                files.append(FileListEntry.model_validate(item))
-            elif item.type == "directory" and recursive:
-                subfiles = await _fetch_file_list(
-                    model_id, revision, item.path, recursive
-                )
-                files.extend(subfiles)
-        return files
+        if response.status == 200:
+            data_json = await response.text()
+            data = TypeAdapter(list[FileListEntry]).validate_json(data_json)
+            files: list[FileListEntry] = []
+            for item in data:
+                if item.type == "file":
+                    files.append(FileListEntry.model_validate(item))
+                elif item.type == "directory" and recursive:
+                    subfiles = await _fetch_file_list(
+                        model_id, revision, item.path, recursive
+                    )
+                    files.extend(subfiles)
+            return files
+        else:
+            raise Exception(f"Failed to fetch file list: {response.status}")
 
 
 async def get_download_headers() -> dict[str, str]:
@@ -215,29 +217,34 @@ async def get_download_headers() -> dict[str, str]:
 
 
 def create_http_session(
+    auto_decompress: bool = False,
     timeout_profile: Literal["short", "long"] = "long",
-) -> httpx.AsyncClient:
+) -> aiohttp.ClientSession:
     if timeout_profile == "short":
         total_timeout = 30
         connect_timeout = 10
-        read_timeout = 30
+        sock_read_timeout = 30
+        sock_connect_timeout = 10
     else:
         total_timeout = 1800
         connect_timeout = 60
-        read_timeout = 1800
+        sock_read_timeout = 1800
+        sock_connect_timeout = 60
 
     ssl_context = ssl.create_default_context(
         cafile=os.getenv("SSL_CERT_FILE") or certifi.where()
     )
+    connector = aiohttp.TCPConnector(ssl=ssl_context)
 
-    return httpx.AsyncClient(
-        verify=ssl_context,
+    return aiohttp.ClientSession(
+        auto_decompress=auto_decompress,
+        connector=connector,
         proxy=os.getenv("HTTPS_PROXY") or os.getenv("HTTP_PROXY") or None,
-        timeout=httpx.Timeout(
+        timeout=aiohttp.ClientTimeout(
+            total=total_timeout,
             connect=connect_timeout,
-            read=read_timeout,
-            write=total_timeout,
-            pool=total_timeout,
+            sock_read=sock_read_timeout,
+            sock_connect=sock_connect_timeout,
         ),
     )
 
@@ -264,28 +271,26 @@ async def file_meta(
     headers = await get_download_headers()
     async with (
         create_http_session(timeout_profile="short") as session,
+        session.head(url, headers=headers) as r,
     ):
-        r = await session.head(url, headers=headers)
-        if r.status_code == 307:
+        if r.status == 307:
             # On redirect, only trust Hugging Face's x-linked-* headers.
-            x_linked_size = cast(str | None, r.headers.get("x-linked-size"))
-            x_linked_etag = cast(str | None, r.headers.get("x-linked-etag"))
+            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
             # Otherwise, follow the redirect to get authoritative size/hash
-            redirected_location = cast(str | None, r.headers.get("location"))
+            redirected_location = r.headers.get("location")
             return await file_meta(model_id, revision, path, redirected_location)
-        if r.status_code in [401, 403]:
-            msg = await _build_auth_error_message(r.status_code, model_id)
+        if r.status in [401, 403]:
+            msg = await _build_auth_error_message(r.status, model_id)
             raise HuggingFaceAuthenticationError(msg)
-        content_length = cast(
-            str | None,
-            r.headers.get("x-linked-size") or r.headers.get("content-length"),
+        content_length = int(
+            r.headers.get("x-linked-size") or r.headers.get("content-length") or 0
         )
-        content_length = 0 if content_length is None else int(content_length)
-        etag = cast(str | None, r.headers.get("x-linked-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}"
         etag = trim_etag(etag)
@@ -346,20 +351,20 @@ async def _download_file(
         n_read = resume_byte_pos or 0
         async with (
             create_http_session(timeout_profile="long") as session,
+            session.get(url, headers=headers) as r,
         ):
-            r = await session.get(url, headers=headers, follow_redirects=True)
-            if r.status_code == 404:
+            if r.status == 404:
                 raise FileNotFoundError(f"File not found: {url}")
-            if r.status_code in [401, 403]:
-                msg = await _build_auth_error_message(r.status_code, model_id)
+            if r.status in [401, 403]:
+                msg = await _build_auth_error_message(r.status, model_id)
                 raise HuggingFaceAuthenticationError(msg)
-            assert r.status_code in [200, 206], (
-                f"Failed to download {path} from {url}: {r.status_code}"
+            assert r.status in [200, 206], (
+                f"Failed to download {path} from {url}: {r.status}"
             )
             async with aiofiles.open(
                 partial_path, "ab" if resume_byte_pos else "wb"
             ) as f:
-                async for chunk in r.aiter_bytes(8 * 1024 * 1024):
+                while chunk := await r.content.read(8 * 1024 * 1024):
                     n_read = n_read + (await f.write(chunk))
                     on_progress(n_read, length, False)
 
@@ -477,6 +482,11 @@ async def resolve_allow_patterns(shard: ShardMetadata) -> list[str]:
         return ["*"]
 
 
+def is_image_model(shard: ShardMetadata) -> bool:
+    tasks = shard.model_card.tasks
+    return ModelTask.TextToImage in tasks or ModelTask.ImageToImage in tasks
+
+
 async def get_downloaded_size(path: Path) -> int:
     partial_path = path.with_suffix(path.suffix + ".partial")
     if await aios.path.exists(path):
@@ -518,6 +528,15 @@ async def download_shard(
             file_list, allow_patterns=allow_patterns, key=lambda x: x.path
         )
     )
+
+    # For image models, skip root-level safetensors files since weights
+    # are stored in component subdirectories (e.g., transformer/, vae/)
+    if is_image_model(shard):
+        filtered_file_list = [
+            f
+            for f in filtered_file_list
+            if "/" in f.path or not f.path.endswith(".safetensors")
+        ]
     file_progress: dict[str, RepoFileDownloadProgress] = {}
 
     async def on_progress_wrapper(

src/exo/download/impl_shard_downloader.py

@@ -5,13 +5,13 @@ from typing import AsyncIterator, Callable
 
 from loguru import logger
 
+from exo.download.download_utils import RepoDownloadProgress, download_shard
+from exo.download.shard_downloader import ShardDownloader
 from exo.shared.models.model_cards import MODEL_CARDS, ModelCard, ModelId
 from exo.shared.types.worker.shards import (
     PipelineShardMetadata,
     ShardMetadata,
 )
-from exo.worker.download.download_utils import RepoDownloadProgress, download_shard
-from exo.worker.download.shard_downloader import ShardDownloader
 
 
 def exo_shard_downloader(max_parallel_downloads: int = 8) -> ShardDownloader:

src/exo/download/shard_downloader.py

@@ -5,13 +5,13 @@ from datetime import timedelta
 from pathlib import Path
 from typing import AsyncIterator, Callable
 
+from exo.download.download_utils import RepoDownloadProgress
 from exo.shared.models.model_cards import ModelCard, ModelId, ModelTask
 from exo.shared.types.memory import Memory
 from exo.shared.types.worker.shards import (
     PipelineShardMetadata,
     ShardMetadata,
 )
-from exo.worker.download.download_utils import RepoDownloadProgress
 
 
 # TODO: the PipelineShardMetadata getting reinstantiated is a bit messy. Should this be a classmethod?

src/exo/main.py

@@ -1,10 +1,11 @@
 import argparse
+import itertools
 import multiprocessing as mp
 import os
 import resource
 import signal
 from dataclasses import dataclass, field
-from typing import Self
+from typing import Iterator, Self
 
 import anyio
 from anyio.abc import TaskGroup
@@ -12,6 +13,8 @@ from loguru import logger
 from pydantic import PositiveInt
 
 import exo.routing.topics as topics
+from exo.download.coordinator import DownloadCoordinator
+from exo.download.impl_shard_downloader import exo_shard_downloader
 from exo.master.api import API  # TODO: should API be in master?
 from exo.master.main import Master
 from exo.routing.router import Router, get_node_id_keypair
@@ -21,7 +24,6 @@ from exo.shared.logging import logger_cleanup, logger_setup
 from exo.shared.types.common import NodeId, SessionId
 from exo.utils.channels import Receiver, channel
 from exo.utils.pydantic_ext import CamelCaseModel
-from exo.worker.download.impl_shard_downloader import exo_shard_downloader
 from exo.worker.main import Worker
 
 
@@ -29,6 +31,7 @@ from exo.worker.main import Worker
 @dataclass
 class Node:
     router: Router
+    download_coordinator: DownloadCoordinator | None
     worker: Worker | None
     election: Election  # Every node participates in election, as we do want a node to become master even if it isn't a master candidate if no master candidates are present.
     election_result_receiver: Receiver[ElectionResult]
@@ -36,6 +39,7 @@ class Node:
     api: API | None
 
     node_id: NodeId
+    event_index_counter: Iterator[int]
     _tg: TaskGroup = field(init=False, default_factory=anyio.create_task_group)
 
     @classmethod
@@ -49,8 +53,27 @@ class Node:
         await router.register_topic(topics.COMMANDS)
         await router.register_topic(topics.ELECTION_MESSAGES)
         await router.register_topic(topics.CONNECTION_MESSAGES)
+        await router.register_topic(topics.STATE_CATCHUP)
+        await router.register_topic(topics.DOWNLOAD_COMMANDS)
 
         logger.info(f"Starting node {node_id}")
+
+        # Create shared event index counter for Worker and DownloadCoordinator
+        event_index_counter = itertools.count()
+
+        # Create DownloadCoordinator (unless --no-downloads)
+        if not args.no_downloads:
+            download_coordinator = DownloadCoordinator(
+                node_id,
+                session_id,
+                exo_shard_downloader(),
+                download_command_receiver=router.receiver(topics.DOWNLOAD_COMMANDS),
+                local_event_sender=router.sender(topics.LOCAL_EVENTS),
+                event_index_counter=event_index_counter,
+            )
+        else:
+            download_coordinator = None
+
         if args.spawn_api:
             api = API(
                 node_id,
@@ -58,7 +81,9 @@ class Node:
                 port=args.api_port,
                 global_event_receiver=router.receiver(topics.GLOBAL_EVENTS),
                 command_sender=router.sender(topics.COMMANDS),
+                download_command_sender=router.sender(topics.DOWNLOAD_COMMANDS),
                 election_receiver=router.receiver(topics.ELECTION_MESSAGES),
+                state_catchup_receiver=router.receiver(topics.STATE_CATCHUP),
             )
         else:
             api = None
@@ -67,11 +92,13 @@ class Node:
             worker = Worker(
                 node_id,
                 session_id,
-                exo_shard_downloader(),
                 connection_message_receiver=router.receiver(topics.CONNECTION_MESSAGES),
                 global_event_receiver=router.receiver(topics.GLOBAL_EVENTS),
                 local_event_sender=router.sender(topics.LOCAL_EVENTS),
                 command_sender=router.sender(topics.COMMANDS),
+                state_catchup_receiver=router.receiver(topics.STATE_CATCHUP),
+                download_command_sender=router.sender(topics.DOWNLOAD_COMMANDS),
+                event_index_counter=event_index_counter,
             )
         else:
             worker = None
@@ -83,6 +110,7 @@ class Node:
             global_event_sender=router.sender(topics.GLOBAL_EVENTS),
             local_event_receiver=router.receiver(topics.LOCAL_EVENTS),
             command_receiver=router.receiver(topics.COMMANDS),
+            state_catchup_sender=router.sender(topics.STATE_CATCHUP),
         )
 
         er_send, er_recv = channel[ElectionResult]()
@@ -99,13 +127,25 @@ class Node:
             election_result_sender=er_send,
         )
 
-        return cls(router, worker, election, er_recv, master, api, node_id)
+        return cls(
+            router,
+            download_coordinator,
+            worker,
+            election,
+            er_recv,
+            master,
+            api,
+            node_id,
+            event_index_counter,
+        )
 
     async def run(self):
         async with self._tg as tg:
             signal.signal(signal.SIGINT, lambda _, __: self.shutdown())
             tg.start_soon(self.router.run)
             tg.start_soon(self.election.run)
+            if self.download_coordinator:
+                tg.start_soon(self.download_coordinator.run)
             if self.worker:
                 tg.start_soon(self.worker.run)
             if self.master:
@@ -153,6 +193,7 @@ class Node:
                         global_event_sender=self.router.sender(topics.GLOBAL_EVENTS),
                         local_event_receiver=self.router.receiver(topics.LOCAL_EVENTS),
                         command_receiver=self.router.receiver(topics.COMMANDS),
+                        state_catchup_sender=self.router.sender(topics.STATE_CATCHUP),
                     )
                     self._tg.start_soon(self.master.run)
                 elif (
@@ -170,13 +211,27 @@ class Node:
                     )
                 if result.is_new_master:
                     await anyio.sleep(0)
+                    # Fresh counter for new session (buffer expects indices from 0)
+                    self.event_index_counter = itertools.count()
+                    if self.download_coordinator:
+                        self.download_coordinator.shutdown()
+                        self.download_coordinator = DownloadCoordinator(
+                            self.node_id,
+                            result.session_id,
+                            exo_shard_downloader(),
+                            download_command_receiver=self.router.receiver(
+                                topics.DOWNLOAD_COMMANDS
+                            ),
+                            local_event_sender=self.router.sender(topics.LOCAL_EVENTS),
+                            event_index_counter=self.event_index_counter,
+                        )
+                        self._tg.start_soon(self.download_coordinator.run)
                     if self.worker:
                         self.worker.shutdown()
                         # TODO: add profiling etc to resource monitor
                         self.worker = Worker(
                             self.node_id,
                             result.session_id,
-                            exo_shard_downloader(),
                             connection_message_receiver=self.router.receiver(
                                 topics.CONNECTION_MESSAGES
                             ),
@@ -185,6 +240,13 @@ class Node:
                             ),
                             local_event_sender=self.router.sender(topics.LOCAL_EVENTS),
                             command_sender=self.router.sender(topics.COMMANDS),
+                            state_catchup_receiver=self.router.receiver(
+                                topics.STATE_CATCHUP
+                            ),
+                            download_command_sender=self.router.sender(
+                                topics.DOWNLOAD_COMMANDS
+                            ),
+                            event_index_counter=self.event_index_counter,
                         )
                         self._tg.start_soon(self.worker.run)
                     if self.api:
@@ -226,6 +288,7 @@ class Args(CamelCaseModel):
     api_port: PositiveInt = 52415
     tb_only: bool = False
     no_worker: bool = False
+    no_downloads: bool = False
     fast_synch: bool | None = None  # None = auto, True = force on, False = force off
 
     @classmethod
@@ -268,6 +331,11 @@ class Args(CamelCaseModel):
             "--no-worker",
             action="store_true",
         )
+        parser.add_argument(
+            "--no-downloads",
+            action="store_true",
+            help="Disable the download coordinator (node won't download models)",
+        )
         fast_synch_group = parser.add_mutually_exclusive_group()
         fast_synch_group.add_argument(
             "--fast-synch",

src/exo/master/api.py

@@ -44,6 +44,7 @@ from exo.shared.types.api import (
     ChatCompletionResponse,
     CreateInstanceParams,
     CreateInstanceResponse,
+    DeleteDownloadResponse,
     DeleteInstanceResponse,
     ErrorInfo,
     ErrorResponse,
@@ -61,6 +62,8 @@ from exo.shared.types.api import (
     PlaceInstanceParams,
     PlacementPreview,
     PlacementPreviewResponse,
+    StartDownloadParams,
+    StartDownloadResponse,
     StreamingChoiceResponse,
     ToolCall,
 )
@@ -75,12 +78,16 @@ from exo.shared.types.commands import (
     ChatCompletion,
     Command,
     CreateInstance,
+    DeleteDownload,
     DeleteInstance,
+    DownloadCommand,
     ForwarderCommand,
+    ForwarderDownloadCommand,
     ImageEdits,
     ImageGeneration,
     PlaceInstance,
     SendInputChunk,
+    StartDownload,
     TaskFinished,
 )
 from exo.shared.types.common import CommandId, Id, NodeId, SessionId
@@ -156,14 +163,18 @@ class API:
         # Ideally this would be a MasterForwarderEvent but type system says no :(
         global_event_receiver: Receiver[ForwarderEvent],
         command_sender: Sender[ForwarderCommand],
+        download_command_sender: Sender[ForwarderDownloadCommand],
         # This lets us pause the API if an election is running
         election_receiver: Receiver[ElectionMessage],
+        state_catchup_receiver: Receiver[State],
     ) -> None:
         self.state = State()
         self._event_log: list[Event] = []
         self.command_sender = command_sender
+        self.download_command_sender = download_command_sender
         self.global_event_receiver = global_event_receiver
         self.election_receiver = election_receiver
+        self.state_catchup_receiver = state_catchup_receiver
         self.event_buffer: OrderedBuffer[Event] = OrderedBuffer[Event]()
         self.node_id: NodeId = node_id
         self.session_id: SessionId = session_id
@@ -260,6 +271,8 @@ class API:
         self.app.get("/images/{image_id}")(self.get_image)
         self.app.get("/state")(lambda: self.state)
         self.app.get("/events")(lambda: self._event_log)
+        self.app.post("/download/start")(self.start_download)
+        self.app.delete("/download/{node_id}/{model_id:path}")(self.delete_download)
 
     async def place_instance(self, payload: PlaceInstanceParams):
         command = PlaceInstance(
@@ -345,14 +358,9 @@ class API:
     ) -> PlacementPreviewResponse:
         seen: set[tuple[ModelId, Sharding, InstanceMeta, int]] = set()
         previews: list[PlacementPreview] = []
+        required_nodes = set(node_ids) if node_ids else None
 
-        # Create filtered topology if node_ids specified
-        if node_ids and len(node_ids) > 0:
-            topology = self.state.topology.get_subgraph_from_nodes(node_ids)
-        else:
-            topology = self.state.topology
-
-        if len(list(topology.list_nodes())) == 0:
+        if len(list(self.state.topology.list_nodes())) == 0:
             return PlacementPreviewResponse(previews=[])
 
         cards = [card for card in MODEL_CARDS.values() if card.model_id == model_id]
@@ -365,7 +373,9 @@ class API:
                 instance_combinations.extend(
                     [
                         (sharding, instance_meta, i)
-                        for i in range(1, len(list(topology.list_nodes())) + 1)
+                        for i in range(
+                            1, len(list(self.state.topology.list_nodes())) + 1
+                        )
                     ]
                 )
         # TODO: PDD
@@ -383,8 +393,9 @@ class API:
                         ),
                         node_memory=self.state.node_memory,
                         node_network=self.state.node_network,
-                        topology=topology,
+                        topology=self.state.topology,
                         current_instances=self.state.instances,
+                        required_nodes=required_nodes,
                     )
                 except ValueError as exc:
                     if (model_card.model_id, sharding, instance_meta, 0) not in seen:
@@ -423,14 +434,16 @@ class API:
 
                 instance = new_instances[0]
                 shard_assignments = instance.shard_assignments
-                node_ids = list(shard_assignments.node_to_runner.keys())
+                placement_node_ids = list(shard_assignments.node_to_runner.keys())
 
                 memory_delta_by_node: dict[str, int] = {}
-                if node_ids:
+                if placement_node_ids:
                     total_bytes = model_card.storage_size.in_bytes
-                    per_node = total_bytes // len(node_ids)
-                    remainder = total_bytes % len(node_ids)
-                    for index, node_id in enumerate(sorted(node_ids, key=str)):
+                    per_node = total_bytes // len(placement_node_ids)
+                    remainder = total_bytes % len(placement_node_ids)
+                    for index, node_id in enumerate(
+                        sorted(placement_node_ids, key=str)
+                    ):
                         extra = 1 if index < remainder else 0
                         memory_delta_by_node[str(node_id)] = per_node + extra
 
@@ -438,7 +451,7 @@ class API:
                     model_card.model_id,
                     sharding,
                     instance_meta,
-                    len(node_ids),
+                    len(placement_node_ids),
                 ) not in seen:
                     previews.append(
                         PlacementPreview(
@@ -450,7 +463,14 @@ class API:
                             error=None,
                         )
                     )
-                seen.add((model_card.model_id, sharding, instance_meta, len(node_ids)))
+                seen.add(
+                    (
+                        model_card.model_id,
+                        sharding,
+                        instance_meta,
+                        len(placement_node_ids),
+                    )
+                )
 
         return PlacementPreviewResponse(previews=previews)
 
@@ -1231,6 +1251,7 @@ class API:
             tg.start_soon(self._apply_state)
             tg.start_soon(self._pause_on_new_election)
             tg.start_soon(self._cleanup_expired_images)
+            tg.start_soon(self._state_catchup)
             print_startup_banner(self.port)
             await serve(
                 cast(ASGIFramework, self.app),
@@ -1241,6 +1262,37 @@ class API:
         self.command_sender.close()
         self.global_event_receiver.close()
 
+    async def _state_catchup(self):
+        with self.state_catchup_receiver as states:
+            async for state in states:
+                if (
+                    self.state.last_event_applied_idx == -1
+                    and state.last_event_applied_idx > self.state.last_event_applied_idx
+                ):
+                    # DEBUG: Log buffer state BEFORE clearing
+                    logger.warning(
+                        f"STATE_CATCHUP: About to catch up. "
+                        f"Current buffer indices: {sorted(self.event_buffer.store.keys())}, "
+                        f"next_idx_to_release: {self.event_buffer.next_idx_to_release}, "
+                        f"catching up to idx: {state.last_event_applied_idx}"
+                    )
+
+                    new_idx = state.last_event_applied_idx + 1
+                    self.event_buffer.next_idx_to_release = new_idx
+                    # Preserve events that arrived early but are still valid (idx >= new_idx)
+                    # Remove stale events (idx < new_idx) to prevent memory growth
+                    self.event_buffer.store = {
+                        k: v for k, v in self.event_buffer.store.items() if k >= new_idx
+                    }
+                    self.state = state
+
+                    # DEBUG: Log buffer state AFTER clearing
+                    logger.warning(
+                        f"STATE_CATCHUP: Catchup complete. "
+                        f"Buffer preserved indices: {sorted(self.event_buffer.store.keys())}, "
+                        f"new next_idx_to_release: {self.event_buffer.next_idx_to_release}"
+                    )
+
     async def _apply_state(self):
         with self.global_event_receiver as events:
             async for f_event in events:
@@ -1292,3 +1344,28 @@ class API:
         await self.command_sender.send(
             ForwarderCommand(origin=self.node_id, command=command)
         )
+
+    async def _send_download(self, command: DownloadCommand):
+        await self.download_command_sender.send(
+            ForwarderDownloadCommand(origin=self.node_id, command=command)
+        )
+
+    async def start_download(
+        self, payload: StartDownloadParams
+    ) -> StartDownloadResponse:
+        command = StartDownload(
+            target_node_id=payload.target_node_id,
+            shard_metadata=payload.shard_metadata,
+        )
+        await self._send_download(command)
+        return StartDownloadResponse(command_id=command.command_id)
+
+    async def delete_download(
+        self, node_id: NodeId, model_id: ModelId
+    ) -> DeleteDownloadResponse:
+        command = DeleteDownload(
+            target_node_id=node_id,
+            model_id=ModelId(model_id),
+        )
+        await self._send_download(command)
+        return DeleteDownloadResponse(command_id=command.command_id)

src/exo/master/main.py

@@ -68,6 +68,8 @@ class Master:
         # Send events to the forwarder to be indexed (usually from command processing)
         # Ideally these would be MasterForwarderEvents but type system says no :(
         global_event_sender: Sender[ForwarderEvent],
+        # not a fan but - send the entire state to a node so it can catchup without the whole event log.
+        state_catchup_sender: Sender[State],
     ):
         self.state = State()
         self._tg: TaskGroup = anyio.create_task_group()
@@ -77,6 +79,7 @@ class Master:
         self.command_receiver = command_receiver
         self.local_event_receiver = local_event_receiver
         self.global_event_sender = global_event_sender
+        self.state_catchup_sender = state_catchup_sender
         send, recv = channel[Event]()
         self.event_sender: Sender[Event] = send
         self._loopback_event_receiver: Receiver[Event] = recv
@@ -84,7 +87,6 @@ class Master:
             local_event_receiver.clone_sender()
         )
         self._multi_buffer = MultiSourceBuffer[NodeId, Event]()
-        # TODO: not have this
         self._event_log: list[Event] = []
 
     async def run(self):
@@ -291,11 +293,17 @@ class Master:
                                     command.finished_command_id
                                 ]
                         case RequestEventLog():
-                            # We should just be able to send everything, since other buffers will ignore old messages
-                            for i in range(command.since_idx, len(self._event_log)):
-                                await self._send_event(
-                                    IndexedEvent(idx=i, event=self._event_log[i])
+                            if command.since_idx == 0:
+                                # This is an optimization, and should not be relied upon in theory.
+                                logger.info(
+                                    f"Master sending catchup state for index {self.state.last_event_applied_idx}"
                                 )
+                                await self.state_catchup_sender.send(self.state)
+                            else:
+                                for i in range(command.since_idx, len(self._event_log)):
+                                    await self._send_event(
+                                        IndexedEvent(idx=i, event=self._event_log[i])
+                                    )
                     for event in generated_events:
                         await self.event_sender.send(event)
                 except ValueError as e:

src/exo/master/placement.py

@@ -35,7 +35,7 @@ from exo.shared.types.worker.shards import Sharding
 
 def random_ephemeral_port() -> int:
     port = random.randint(49153, 65535)
-    return port - 1 if port <= 52415 else 52414
+    return port - 1 if port <= 52415 else port
 
 
 def add_instance_to_placements(
@@ -54,9 +54,18 @@ def place_instance(
     current_instances: Mapping[InstanceId, Instance],
     node_memory: Mapping[NodeId, MemoryUsage],
     node_network: Mapping[NodeId, NodeNetworkInfo],
+    required_nodes: set[NodeId] | None = None,
 ) -> dict[InstanceId, Instance]:
     cycles = topology.get_cycles()
     candidate_cycles = list(filter(lambda it: len(it) >= command.min_nodes, cycles))
+
+    # Filter to cycles containing all required nodes (subset matching)
+    if required_nodes:
+        candidate_cycles = [
+            cycle
+            for cycle in candidate_cycles
+            if required_nodes.issubset(cycle.node_ids)
+        ]
     cycles_with_sufficient_memory = filter_cycles_by_memory(
         candidate_cycles, node_memory, command.model_card.storage_size
     )

src/exo/master/placement_utils.py

@@ -257,7 +257,13 @@ def _find_ip_prioritised(
     ip_to_type = {
         iface.ip_address: iface.interface_type for iface in other_network.interfaces
     }
-    priority = {"ethernet": 0, "wifi": 1, "unknown": 2, "thunderbolt": 3}
+    priority = {
+        "ethernet": 0,
+        "wifi": 1,
+        "unknown": 2,
+        "maybe_ethernet": 3,
+        "thunderbolt": 4,
+    }
     return min(ips, key=lambda ip: priority.get(ip_to_type.get(ip, "unknown"), 2))
 
 

src/exo/master/tests/test_master.py

@@ -27,6 +27,7 @@ from exo.shared.types.memory import Memory
 from exo.shared.types.profiling import (
     MemoryUsage,
 )
+from exo.shared.types.state import State
 from exo.shared.types.tasks import ChatCompletion as ChatCompletionTask
 from exo.shared.types.tasks import TaskStatus
 from exo.shared.types.worker.instances import (
@@ -47,6 +48,7 @@ async def test_master():
     ge_sender, global_event_receiver = channel[ForwarderEvent]()
     command_sender, co_receiver = channel[ForwarderCommand]()
     local_event_sender, le_receiver = channel[ForwarderEvent]()
+    st_s, _st_r = channel[State]()
 
     all_events: list[IndexedEvent] = []
 
@@ -67,6 +69,7 @@ async def test_master():
         global_event_sender=ge_sender,
         local_event_receiver=le_receiver,
         command_receiver=co_receiver,
+        state_catchup_sender=st_s,
     )
     logger.info("run the master")
     async with anyio.create_task_group() as tg:

src/exo/routing/topics.py

@@ -3,10 +3,11 @@ from enum import Enum
 
 from exo.routing.connection_message import ConnectionMessage
 from exo.shared.election import ElectionMessage
-from exo.shared.types.commands import ForwarderCommand
+from exo.shared.types.commands import ForwarderCommand, ForwarderDownloadCommand
 from exo.shared.types.events import (
     ForwarderEvent,
 )
+from exo.shared.types.state import State
 from exo.utils.pydantic_ext import CamelCaseModel
 
 
@@ -45,3 +46,7 @@ ELECTION_MESSAGES = TypedTopic(
 CONNECTION_MESSAGES = TypedTopic(
     "connection_messages", PublishPolicy.Never, ConnectionMessage
 )
+STATE_CATCHUP = TypedTopic("state_catchup", PublishPolicy.Always, State)
+DOWNLOAD_COMMANDS = TypedTopic(
+    "download_commands", PublishPolicy.Always, ForwarderDownloadCommand
+)

src/exo/shared/models/model_cards.py

@@ -498,6 +498,48 @@ _IMAGE_MODEL_CARDS: dict[str, ModelCard] = {
             ),
         ],
     ),
+    "flux1-krea-dev": ModelCard(
+        model_id=ModelId("black-forest-labs/FLUX.1-Krea-dev"),
+        storage_size=Memory.from_bytes(23802816640 + 9524621312),  # Same as dev
+        n_layers=57,
+        hidden_size=1,
+        supports_tensor=False,
+        tasks=[ModelTask.TextToImage],
+        components=[
+            ComponentInfo(
+                component_name="text_encoder",
+                component_path="text_encoder/",
+                storage_size=Memory.from_kb(0),
+                n_layers=12,
+                can_shard=False,
+                safetensors_index_filename=None,
+            ),
+            ComponentInfo(
+                component_name="text_encoder_2",
+                component_path="text_encoder_2/",
+                storage_size=Memory.from_bytes(9524621312),
+                n_layers=24,
+                can_shard=False,
+                safetensors_index_filename="model.safetensors.index.json",
+            ),
+            ComponentInfo(
+                component_name="transformer",
+                component_path="transformer/",
+                storage_size=Memory.from_bytes(23802816640),
+                n_layers=57,
+                can_shard=True,
+                safetensors_index_filename="diffusion_pytorch_model.safetensors.index.json",
+            ),
+            ComponentInfo(
+                component_name="vae",
+                component_path="vae/",
+                storage_size=Memory.from_kb(0),
+                n_layers=None,
+                can_shard=False,
+                safetensors_index_filename=None,
+            ),
+        ],
+    ),
     "qwen-image": ModelCard(
         model_id=ModelId("Qwen/Qwen-Image"),
         storage_size=Memory.from_bytes(16584333312 + 40860802176),
@@ -621,7 +663,7 @@ class ConfigData(BaseModel):
 
 async def get_config_data(model_id: ModelId) -> ConfigData:
     """Downloads and parses config.json for a model."""
-    from exo.worker.download.download_utils import (
+    from exo.download.download_utils import (
         download_file_with_retry,
         ensure_models_dir,
     )
@@ -643,11 +685,11 @@ async def get_config_data(model_id: ModelId) -> ConfigData:
 
 async def get_safetensors_size(model_id: ModelId) -> Memory:
     """Gets model size from safetensors index or falls back to HF API."""
-    from exo.shared.types.worker.downloads import ModelSafetensorsIndex
-    from exo.worker.download.download_utils import (
+    from exo.download.download_utils import (
         download_file_with_retry,
         ensure_models_dir,
     )
+    from exo.shared.types.worker.downloads import ModelSafetensorsIndex
 
     target_dir = (await ensure_models_dir()) / model_id.normalize()
     await aios.makedirs(target_dir, exist_ok=True)

src/exo/shared/topology.py

@@ -248,8 +248,8 @@ class Topology:
     ) -> list[list[NodeId]]:
         """
         Find cycles in the Thunderbolt topology where all nodes have TB bridge enabled.
-        Only returns cycles with >2 nodes (3+ machines in a loop), as cycles with
-        2 or fewer nodes don't cause the broadcast storm problem.
+        Only returns cycles with >=2 nodes (2+ machines in a loop), as
+        1 node doesn't cause the broadcast storm problem.
         """
         enabled_nodes = {
             node_id
@@ -257,7 +257,7 @@ class Topology:
             if status.enabled
         }
 
-        if len(enabled_nodes) < 3:
+        if len(enabled_nodes) < 2:
             return []
 
         thunderbolt_ips = _get_ips_with_interface_type(
@@ -288,7 +288,7 @@ class Topology:
         return [
             [graph[idx] for idx in cycle]
             for cycle in rx.simple_cycles(graph)
-            if len(cycle) > 2
+            if len(cycle) >= 2
         ]
 
 

src/exo/shared/types/api.py

@@ -7,10 +7,11 @@ from pydantic import BaseModel, Field, field_validator
 from pydantic_core import PydanticUseDefault
 
 from exo.shared.models.model_cards import ModelCard, ModelId
-from exo.shared.types.common import CommandId
+from exo.shared.types.common import CommandId, NodeId
 from exo.shared.types.memory import Memory
 from exo.shared.types.worker.instances import Instance, InstanceId, InstanceMeta
-from exo.shared.types.worker.shards import Sharding
+from exo.shared.types.worker.shards import Sharding, ShardMetadata
+from exo.utils.pydantic_ext import CamelCaseModel
 
 FinishReason = Literal[
     "stop", "length", "tool_calls", "content_filter", "function_call", "error"
@@ -352,3 +353,16 @@ class ImageListItem(BaseModel, frozen=True):
 
 class ImageListResponse(BaseModel, frozen=True):
     data: list[ImageListItem]
+
+
+class StartDownloadParams(CamelCaseModel):
+    target_node_id: NodeId
+    shard_metadata: ShardMetadata
+
+
+class StartDownloadResponse(CamelCaseModel):
+    command_id: CommandId
+
+
+class DeleteDownloadResponse(CamelCaseModel):
+    command_id: CommandId

src/exo/shared/types/commands.py

@@ -1,6 +1,6 @@
 from pydantic import Field
 
-from exo.shared.models.model_cards import ModelCard
+from exo.shared.models.model_cards import ModelCard, ModelId
 from exo.shared.types.api import (
     ChatCompletionTaskParams,
     ImageEditsInternalParams,
@@ -9,7 +9,7 @@ from exo.shared.types.api import (
 from exo.shared.types.chunks import InputImageChunk
 from exo.shared.types.common import CommandId, NodeId
 from exo.shared.types.worker.instances import Instance, InstanceId, InstanceMeta
-from exo.shared.types.worker.shards import Sharding
+from exo.shared.types.worker.shards import Sharding, ShardMetadata
 from exo.utils.pydantic_ext import CamelCaseModel, TaggedModel
 
 
@@ -62,6 +62,19 @@ class RequestEventLog(BaseCommand):
     since_idx: int
 
 
+class StartDownload(BaseCommand):
+    target_node_id: NodeId
+    shard_metadata: ShardMetadata
+
+
+class DeleteDownload(BaseCommand):
+    target_node_id: NodeId
+    model_id: ModelId
+
+
+DownloadCommand = StartDownload | DeleteDownload
+
+
 Command = (
     TestCommand
     | RequestEventLog
@@ -79,3 +92,8 @@ Command = (
 class ForwarderCommand(CamelCaseModel):
     origin: NodeId
     command: Command
+
+
+class ForwarderDownloadCommand(CamelCaseModel):
+    origin: NodeId
+    command: DownloadCommand

src/exo/shared/types/profiling.py

@@ -48,7 +48,7 @@ class SystemPerformanceProfile(CamelCaseModel):
     ecpu_usage: float = 0.0
 
 
-InterfaceType = Literal["wifi", "ethernet", "thunderbolt", "unknown"]
+InterfaceType = Literal["wifi", "ethernet", "maybe_ethernet", "thunderbolt", "unknown"]
 
 
 class NetworkInterfaceInfo(CamelCaseModel):

src/exo/utils/info_gatherer/info_gatherer.py

@@ -400,7 +400,7 @@ class InfoGatherer:
             return
         old_nics = []
         while True:
-            nics = get_network_interfaces()
+            nics = await get_network_interfaces()
             if nics != old_nics:
                 old_nics = nics
                 await self.info_sender.send(NodeNetworkInterfaces(ifaces=nics))

src/exo/utils/info_gatherer/system_info.py

@@ -1,6 +1,6 @@
 import socket
 import sys
-from subprocess import CalledProcessError, run
+from subprocess import CalledProcessError
 
 import psutil
 from anyio import run_process
@@ -16,8 +16,7 @@ async def get_friendly_name() -> str:
     """
     hostname = socket.gethostname()
 
-    # TODO: better non mac support
-    if sys.platform != "darwin":  # 'darwin' is the platform name for macOS
+    if sys.platform != "darwin":
         return hostname
 
     try:
@@ -28,21 +27,20 @@ async def get_friendly_name() -> str:
     return process.stdout.decode("utf-8", errors="replace").strip() or hostname
 
 
-def _get_interface_types_from_networksetup() -> dict[str, InterfaceType]:
+async def _get_interface_types_from_networksetup() -> dict[str, InterfaceType]:
     """Parse networksetup -listallhardwareports to get interface types."""
     if sys.platform != "darwin":
         return {}
+
     try:
-        result = run(
-            ["networksetup", "-listallhardwareports"], capture_output=True, text=True
-        )
-    except Exception:
+        result = await run_process(["networksetup", "-listallhardwareports"])
+    except CalledProcessError:
         return {}
 
     types: dict[str, InterfaceType] = {}
     current_type: InterfaceType = "unknown"
 
-    for line in result.stdout.splitlines():
+    for line in result.stdout.decode().splitlines():
         if line.startswith("Hardware Port:"):
             port_name = line.split(":", 1)[1].strip()
             if "Wi-Fi" in port_name:
@@ -55,12 +53,15 @@ def _get_interface_types_from_networksetup() -> dict[str, InterfaceType]:
                 current_type = "unknown"
         elif line.startswith("Device:"):
             device = line.split(":", 1)[1].strip()
+            # enX is ethernet adapters or thunderbolt - these must be deprioritised
+            if device.startswith("en") and device not in ["en0", "en1"]:
+                current_type = "maybe_ethernet"
             types[device] = current_type
 
     return types
 
 
-def get_network_interfaces() -> list[NetworkInterfaceInfo]:
+async def get_network_interfaces() -> list[NetworkInterfaceInfo]:
     """
     Retrieves detailed network interface information on macOS.
     Parses output from 'networksetup -listallhardwareports' and 'ifconfig'
@@ -68,7 +69,7 @@ def get_network_interfaces() -> list[NetworkInterfaceInfo]:
     Returns a list of NetworkInterfaceInfo objects.
     """
     interfaces_info: list[NetworkInterfaceInfo] = []
-    interface_types = _get_interface_types_from_networksetup()
+    interface_types = await _get_interface_types_from_networksetup()
 
     for iface, services in psutil.net_if_addrs().items():
         for service in services:

src/exo/utils/keyed_backoff.py

@@ -0,0 +1,32 @@
+import time
+from typing import Generic, TypeVar
+
+K = TypeVar("K")
+
+
+class KeyedBackoff(Generic[K]):
+    """Tracks exponential backoff state per key."""
+
+    def __init__(self, base: float = 0.5, cap: float = 10.0):
+        self._base = base
+        self._cap = cap
+        self._attempts: dict[K, int] = {}
+        self._last_time: dict[K, float] = {}
+
+    def should_proceed(self, key: K) -> bool:
+        """Returns True if enough time has elapsed since last attempt."""
+        now = time.monotonic()
+        last = self._last_time.get(key, 0.0)
+        attempts = self._attempts.get(key, 0)
+        delay = min(self._cap, self._base * (2.0**attempts))
+        return now - last >= delay
+
+    def record_attempt(self, key: K) -> None:
+        """Record that an attempt was made for this key."""
+        self._last_time[key] = time.monotonic()
+        self._attempts[key] = self._attempts.get(key, 0) + 1
+
+    def reset(self, key: K) -> None:
+        """Reset backoff state for a key (e.g., on success)."""
+        self._attempts.pop(key, None)
+        self._last_time.pop(key, None)

src/exo/worker/engines/image/distributed_model.py

@@ -6,10 +6,10 @@ import mlx.core as mx
 from mflux.models.common.config.config import Config
 from PIL import Image
 
+from exo.download.download_utils import build_model_path
 from exo.shared.types.api import AdvancedImageParams
 from exo.shared.types.worker.instances import BoundInstance
 from exo.shared.types.worker.shards import PipelineShardMetadata
-from exo.worker.download.download_utils import build_model_path
 from exo.worker.engines.image.config import ImageModelConfig
 from exo.worker.engines.image.models import (
     create_adapter_for_model,
@@ -140,6 +140,7 @@ class DistributedImageModel:
             width=width,
             image_path=image_path,
             model_config=self._adapter.model.model_config,  # pyright: ignore[reportAny]
+            guidance=guidance_override if guidance_override is not None else 4.0,
         )
 
         num_sync_steps = self._config.get_num_sync_steps(steps)

src/exo/worker/engines/image/models/__init__.py

@@ -33,6 +33,7 @@ _ADAPTER_REGISTRY: dict[str, AdapterFactory] = {
 # Config registry: maps model ID patterns to configs
 _CONFIG_REGISTRY: dict[str, ImageModelConfig] = {
     "flux.1-schnell": FLUX_SCHNELL_CONFIG,
+    "flux.1-krea-dev": FLUX_DEV_CONFIG,  # Must come before "flux.1-dev" for pattern matching
     "flux.1-dev": FLUX_DEV_CONFIG,
     "qwen-image-edit": QWEN_IMAGE_EDIT_CONFIG,  # Must come before "qwen-image" for pattern matching
     "qwen-image": QWEN_IMAGE_CONFIG,

src/exo/worker/engines/mlx/utils_mlx.py

@@ -41,6 +41,7 @@ import mlx.nn as nn
 from mlx_lm.utils import load_model
 from pydantic import RootModel
 
+from exo.download.download_utils import build_model_path
 from exo.shared.types.api import ChatCompletionMessageText
 from exo.shared.types.common import Host
 from exo.shared.types.memory import Memory
@@ -55,7 +56,6 @@ from exo.shared.types.worker.shards import (
     ShardMetadata,
     TensorShardMetadata,
 )
-from exo.worker.download.download_utils import build_model_path
 from exo.worker.engines.mlx import Model
 from exo.worker.engines.mlx.auto_parallel import (
     TimeoutCallback,

src/exo/worker/main.py

@@ -1,8 +1,9 @@
 from datetime import datetime, timezone
 from random import random
+from typing import Iterator
 
 import anyio
-from anyio import CancelScope, create_task_group, current_time, fail_after
+from anyio import CancelScope, create_task_group, fail_after
 from anyio.abc import TaskGroup
 from loguru import logger
 
@@ -10,7 +11,12 @@ from exo.routing.connection_message import ConnectionMessage, ConnectionMessageT
 from exo.shared.apply import apply
 from exo.shared.models.model_cards import ModelId
 from exo.shared.types.api import ImageEditsInternalParams
-from exo.shared.types.commands import ForwarderCommand, RequestEventLog
+from exo.shared.types.commands import (
+    ForwarderCommand,
+    ForwarderDownloadCommand,
+    RequestEventLog,
+    StartDownload,
+)
 from exo.shared.types.common import CommandId, NodeId, SessionId
 from exo.shared.types.events import (
     Event,
@@ -18,7 +24,6 @@ from exo.shared.types.events import (
     ForwarderEvent,
     IndexedEvent,
     InputChunkReceived,
-    NodeDownloadProgress,
     NodeGatheredInfo,
     TaskCreated,
     TaskStatusUpdated,
@@ -36,23 +41,12 @@ from exo.shared.types.tasks import (
     TaskStatus,
 )
 from exo.shared.types.topology import Connection, SocketConnection
-from exo.shared.types.worker.downloads import (
-    DownloadCompleted,
-    DownloadFailed,
-    DownloadOngoing,
-    DownloadPending,
-    DownloadProgress,
-)
 from exo.shared.types.worker.runners import RunnerId
-from exo.shared.types.worker.shards import ShardMetadata
 from exo.utils.channels import Receiver, Sender, channel
 from exo.utils.event_buffer import OrderedBuffer
 from exo.utils.info_gatherer.info_gatherer import GatheredInfo, InfoGatherer
 from exo.utils.info_gatherer.net_profile import check_reachable
-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.utils.keyed_backoff import KeyedBackoff
 from exo.worker.plan import plan
 from exo.worker.runner.runner_supervisor import RunnerSupervisor
 
@@ -62,31 +56,30 @@ class Worker:
         self,
         node_id: NodeId,
         session_id: SessionId,
-        shard_downloader: ShardDownloader,
         *,
         connection_message_receiver: Receiver[ConnectionMessage],
         global_event_receiver: Receiver[ForwarderEvent],
         local_event_sender: Sender[ForwarderEvent],
-        # This is for requesting updates. It doesn't need to be a general command sender right now,
-        # but I think it's the correct way to be thinking about commands
         command_sender: Sender[ForwarderCommand],
+        state_catchup_receiver: Receiver[State],
+        download_command_sender: Sender[ForwarderDownloadCommand],
+        event_index_counter: Iterator[int],
     ):
         self.node_id: NodeId = node_id
         self.session_id: SessionId = session_id
 
-        self.shard_downloader: ShardDownloader = shard_downloader
-        self._pending_downloads: dict[RunnerId, ShardMetadata] = {}
-
         self.global_event_receiver = global_event_receiver
         self.local_event_sender = local_event_sender
+        self.state_catchup_receiver = state_catchup_receiver
         self.local_event_index = 0
+        self.event_index_counter = event_index_counter
         self.command_sender = command_sender
+        self.download_command_sender = download_command_sender
         self.connection_message_receiver = connection_message_receiver
         self.event_buffer = OrderedBuffer[Event]()
         self.out_for_delivery: dict[EventId, ForwarderEvent] = {}
 
         self.state: State = State()
-        self.download_status: dict[ModelId, DownloadProgress] = {}
         self.runners: dict[RunnerId, RunnerSupervisor] = {}
         self._tg: TaskGroup = create_task_group()
 
@@ -101,6 +94,8 @@ class Worker:
         self.input_chunk_buffer: dict[CommandId, dict[int, str]] = {}
         self.input_chunk_counts: dict[CommandId, int] = {}
 
+        self._download_backoff: KeyedBackoff[ModelId] = KeyedBackoff(base=0.5, cap=10.0)
+
     async def run(self):
         logger.info("Starting Worker")
 
@@ -111,29 +106,64 @@ class Worker:
             tg.start_soon(info_gatherer.run)
             tg.start_soon(self._forward_info, info_recv)
             tg.start_soon(self.plan_step)
-            tg.start_soon(self._emit_existing_download_progress)
             tg.start_soon(self._connection_message_event_writer)
             tg.start_soon(self._resend_out_for_delivery)
             tg.start_soon(self._event_applier)
             tg.start_soon(self._forward_events)
             tg.start_soon(self._poll_connection_updates)
+            tg.start_soon(self._check_catchup_state)
 
         # Actual shutdown code - waits for all tasks to complete before executing.
         self.local_event_sender.close()
         self.command_sender.close()
+        self.download_command_sender.close()
         for runner in self.runners.values():
             runner.shutdown()
 
     async def _forward_info(self, recv: Receiver[GatheredInfo]):
         with recv as info_stream:
             async for info in info_stream:
-                await self.event_sender.send(
-                    NodeGatheredInfo(
-                        node_id=self.node_id,
-                        when=str(datetime.now(tz=timezone.utc)),
-                        info=info,
-                    )
+                event = NodeGatheredInfo(
+                    node_id=self.node_id,
+                    when=str(datetime.now(tz=timezone.utc)),
+                    info=info,
                 )
+                logger.warning(
+                    f"NODE_GATHERED_INFO: Sending event for node {self.node_id}, "
+                    f"event_id={event.event_id}"
+                )
+                await self.event_sender.send(event)
+
+    async def _check_catchup_state(self):
+        with self.state_catchup_receiver as states:
+            async for state in states:
+                if (
+                    self.state.last_event_applied_idx == -1
+                    and state.last_event_applied_idx > self.state.last_event_applied_idx
+                ):
+                    # DEBUG: Log buffer state BEFORE clearing
+                    logger.warning(
+                        f"STATE_CATCHUP: About to catch up. "
+                        f"Current buffer indices: {sorted(self.event_buffer.store.keys())}, "
+                        f"next_idx_to_release: {self.event_buffer.next_idx_to_release}, "
+                        f"catching up to idx: {state.last_event_applied_idx}"
+                    )
+
+                    new_idx = state.last_event_applied_idx + 1
+                    self.event_buffer.next_idx_to_release = new_idx
+                    # Preserve events that arrived early but are still valid (idx >= new_idx)
+                    # Remove stale events (idx < new_idx) to prevent memory growth
+                    self.event_buffer.store = {
+                        k: v for k, v in self.event_buffer.store.items() if k >= new_idx
+                    }
+                    self.state = state
+
+                    # DEBUG: Log buffer state AFTER clearing
+                    logger.warning(
+                        f"STATE_CATCHUP: Catchup complete. "
+                        f"Buffer preserved indices: {sorted(self.event_buffer.store.keys())}, "
+                        f"new next_idx_to_release: {self.event_buffer.next_idx_to_release}"
+                    )
 
     async def _event_applier(self):
         with self.global_event_receiver as events:
@@ -145,8 +175,20 @@ class Worker:
                 if event_id in self.out_for_delivery:
                     del self.out_for_delivery[event_id]
 
+                # DEBUG: Log what was ingested
+                logger.warning(
+                    f"EVENT_APPLIER: Ingested event idx={f_event.origin_idx}, "
+                    f"buffer keys now: {sorted(self.event_buffer.store.keys())}"
+                )
+
                 # 2. for each event, apply it to the state
                 indexed_events = self.event_buffer.drain_indexed()
+
+                # DEBUG: Log drain results
+                logger.warning(
+                    f"EVENT_APPLIER: Drained {len(indexed_events)} events, "
+                    f"next_idx_to_release now: {self.event_buffer.next_idx_to_release}"
+                )
                 if indexed_events:
                     self._nack_attempts = 0
 
@@ -163,6 +205,12 @@ class Worker:
                     self._nack_cancel_scope.cancel()
 
                 for idx, event in indexed_events:
+                    # DEBUG: Log NodeGatheredInfo events
+                    if isinstance(event, NodeGatheredInfo):
+                        logger.warning(
+                            f"NODE_GATHERED_INFO: Applying event idx={idx} for node {event.node_id}, "
+                            f"event_id={event.event_id}"
+                        )
                     self.state = apply(self.state, IndexedEvent(idx=idx, event=event))
 
                     # Buffer input image chunks for image editing
@@ -179,11 +227,9 @@ class Worker:
     async def plan_step(self):
         while True:
             await anyio.sleep(0.1)
-            # 3. based on the updated state, we plan & execute an operation.
             task: Task | None = plan(
                 self.node_id,
                 self.runners,
-                self.download_status,
                 self.state.downloads,
                 self.state.instances,
                 self.state.runners,
@@ -207,42 +253,26 @@ class Worker:
                         )
                     )
                 case DownloadModel(shard_metadata=shard):
-                    if shard.model_card.model_id not in self.download_status:
-                        progress = DownloadPending(
-                            shard_metadata=shard, node_id=self.node_id
-                        )
-                        self.download_status[shard.model_card.model_id] = progress
-                        await self.event_sender.send(
-                            NodeDownloadProgress(download_progress=progress)
-                        )
-                    initial_progress = (
-                        await self.shard_downloader.get_shard_download_status_for_shard(
-                            shard
+                    model_id = shard.model_card.model_id
+                    if not self._download_backoff.should_proceed(model_id):
+                        continue
+
+                    self._download_backoff.record_attempt(model_id)
+
+                    await self.download_command_sender.send(
+                        ForwarderDownloadCommand(
+                            origin=self.node_id,
+                            command=StartDownload(
+                                target_node_id=self.node_id,
+                                shard_metadata=shard,
+                            ),
                         )
                     )
-                    if initial_progress.status == "complete":
-                        progress = DownloadCompleted(
-                            shard_metadata=shard,
-                            node_id=self.node_id,
-                            total_bytes=initial_progress.total_bytes,
+                    await self.event_sender.send(
+                        TaskStatusUpdated(
+                            task_id=task.task_id, task_status=TaskStatus.Running
                         )
-                        self.download_status[shard.model_card.model_id] = progress
-                        await self.event_sender.send(
-                            NodeDownloadProgress(download_progress=progress)
-                        )
-                        await self.event_sender.send(
-                            TaskStatusUpdated(
-                                task_id=task.task_id,
-                                task_status=TaskStatus.Complete,
-                            )
-                        )
-                    else:
-                        await self.event_sender.send(
-                            TaskStatusUpdated(
-                                task_id=task.task_id, task_status=TaskStatus.Running
-                            )
-                        )
-                        self._handle_shard_download_process(task, initial_progress)
+                    )
                 case Shutdown(runner_id=runner_id):
                     try:
                         with fail_after(3):
@@ -342,10 +372,7 @@ class Worker:
         # We request all events after (and including) the missing index.
         # This function is started whenever we receive an event that is out of sequence.
         # It is cancelled as soon as we receiver an event that is in sequence.
-
-        if since_idx < 0:
-            logger.warning(f"Negative value encountered for nack request {since_idx=}")
-            since_idx = 0
+        assert since_idx >= 0
 
         with CancelScope() as scope:
             self._nack_cancel_scope = scope
@@ -387,104 +414,17 @@ class Worker:
         self._tg.start_soon(runner.run)
         return runner
 
-    def _handle_shard_download_process(
-        self,
-        task: DownloadModel,
-        initial_progress: RepoDownloadProgress,
-    ):
-        """Manages the shard download process with progress tracking."""
-        status = DownloadOngoing(
-            node_id=self.node_id,
-            shard_metadata=task.shard_metadata,
-            download_progress=map_repo_download_progress_to_download_progress_data(
-                initial_progress
-            ),
-        )
-        self.download_status[task.shard_metadata.model_card.model_id] = status
-        self.event_sender.send_nowait(NodeDownloadProgress(download_progress=status))
-
-        last_progress_time = 0.0
-        throttle_interval_secs = 1.0
-
-        async def download_progress_callback(
-            shard: ShardMetadata, progress: RepoDownloadProgress
-        ) -> None:
-            nonlocal self
-            nonlocal last_progress_time
-            if progress.status == "complete":
-                status = DownloadCompleted(
-                    shard_metadata=shard,
-                    node_id=self.node_id,
-                    total_bytes=progress.total_bytes,
-                )
-                self.download_status[shard.model_card.model_id] = status
-                await self.event_sender.send(
-                    NodeDownloadProgress(download_progress=status)
-                )
-                await self.event_sender.send(
-                    TaskStatusUpdated(
-                        task_id=task.task_id, task_status=TaskStatus.Complete
-                    )
-                )
-            elif (
-                progress.status == "in_progress"
-                and current_time() - last_progress_time > throttle_interval_secs
-            ):
-                status = DownloadOngoing(
-                    node_id=self.node_id,
-                    shard_metadata=shard,
-                    download_progress=map_repo_download_progress_to_download_progress_data(
-                        progress
-                    ),
-                )
-                self.download_status[shard.model_card.model_id] = status
-                await self.event_sender.send(
-                    NodeDownloadProgress(download_progress=status)
-                )
-                last_progress_time = current_time()
-
-        self.shard_downloader.on_progress(download_progress_callback)
-
-        async def download_with_error_handling() -> None:
-            try:
-                await self.shard_downloader.ensure_shard(task.shard_metadata)
-            except Exception as e:
-                error_message = str(e)
-                logger.error(
-                    f"Download failed for {task.shard_metadata.model_card.model_id}: {error_message}"
-                )
-                failed_status = DownloadFailed(
-                    node_id=self.node_id,
-                    shard_metadata=task.shard_metadata,
-                    error_message=error_message,
-                )
-                self.download_status[task.shard_metadata.model_card.model_id] = (
-                    failed_status
-                )
-                await self.event_sender.send(
-                    NodeDownloadProgress(download_progress=failed_status)
-                )
-                await self.event_sender.send(
-                    TaskStatusUpdated(
-                        task_id=task.task_id, task_status=TaskStatus.Failed
-                    )
-                )
-
-        self._tg.start_soon(download_with_error_handling)
-
     async def _forward_events(self) -> None:
         with self.event_receiver as events:
             async for event in events:
+                idx = next(self.event_index_counter)
                 fe = ForwarderEvent(
-                    origin_idx=self.local_event_index,
+                    origin_idx=idx,
                     origin=self.node_id,
                     session=self.session_id,
                     event=event,
                 )
-                logger.debug(
-                    f"Worker published event {self.local_event_index}: {str(event)[:100]}"
-                )
-                self.local_event_index += 1
+                logger.debug(f"Worker published event {idx}: {str(event)[:100]}")
                 await self.local_event_sender.send(fe)
                 self.out_for_delivery[event.event_id] = fe
 
@@ -532,42 +472,3 @@ class Worker:
                     await self.event_sender.send(TopologyEdgeDeleted(conn=conn))
 
             await anyio.sleep(10)
-
-    async def _emit_existing_download_progress(self) -> None:
-        try:
-            while True:
-                logger.debug("Fetching and emitting existing download progress...")
-                async for (
-                    _,
-                    progress,
-                ) in self.shard_downloader.get_shard_download_status():
-                    if progress.status == "complete":
-                        status = DownloadCompleted(
-                            node_id=self.node_id,
-                            shard_metadata=progress.shard,
-                            total_bytes=progress.total_bytes,
-                        )
-                    elif progress.status in ["in_progress", "not_started"]:
-                        if progress.downloaded_bytes_this_session.in_bytes == 0:
-                            status = DownloadPending(
-                                node_id=self.node_id, shard_metadata=progress.shard
-                            )
-                        else:
-                            status = DownloadOngoing(
-                                node_id=self.node_id,
-                                shard_metadata=progress.shard,
-                                download_progress=map_repo_download_progress_to_download_progress_data(
-                                    progress
-                                ),
-                            )
-                    else:
-                        continue
-
-                    self.download_status[progress.shard.model_card.model_id] = status
-                    await self.event_sender.send(
-                        NodeDownloadProgress(download_progress=status)
-                    )
-                logger.debug("Done emitting existing download progress.")
-                await anyio.sleep(5 * 60)  # 5 minutes
-        except Exception as e:
-            logger.error(f"Error emitting existing download progress: {e}")

src/exo/worker/plan.py

@@ -2,7 +2,6 @@
 
 from collections.abc import Mapping, Sequence
 
-from exo.shared.models.model_cards import ModelId
 from exo.shared.types.common import CommandId, NodeId
 from exo.shared.types.tasks import (
     ChatCompletion,
@@ -45,9 +44,6 @@ def plan(
     node_id: NodeId,
     # Runners is expected to be FRESH and so should not come from state
     runners: Mapping[RunnerId, RunnerSupervisor],
-    # DL_status is expected to be FRESH and so should not come from state
-    download_status: Mapping[ModelId, DownloadProgress],
-    # gdls is not expected to be fresh
     global_download_status: Mapping[NodeId, Sequence[DownloadProgress]],
     instances: Mapping[InstanceId, Instance],
     all_runners: Mapping[RunnerId, RunnerStatus],  # all global
@@ -59,7 +55,7 @@ def plan(
     return (
         _kill_runner(runners, all_runners, instances)
         or _create_runner(node_id, runners, instances)
-        or _model_needs_download(runners, download_status)
+        or _model_needs_download(node_id, runners, global_download_status)
         or _init_distributed_backend(runners, all_runners)
         or _load_model(runners, all_runners, global_download_status)
         or _ready_to_warmup(runners, all_runners)
@@ -115,9 +111,15 @@ def _create_runner(
 
 
 def _model_needs_download(
+    node_id: NodeId,
     runners: Mapping[RunnerId, RunnerSupervisor],
-    download_status: Mapping[ModelId, DownloadProgress],
+    global_download_status: Mapping[NodeId, Sequence[DownloadProgress]],
 ) -> DownloadModel | None:
+    local_downloads = global_download_status.get(node_id, [])
+    download_status = {
+        dp.shard_metadata.model_card.model_id: dp for dp in local_downloads
+    }
+
     for runner in runners.values():
         model_id = runner.bound_instance.bound_shard.model_card.model_id
         if isinstance(runner.status, RunnerIdle) and (

src/exo/worker/runner/runner.py

@@ -240,10 +240,6 @@ def main(
                             prompt=prompt,
                         )
 
-                        # GPT-OSS specific parsing to match other model formats.
-                        if isinstance(model, GptOssModel):
-                            mlx_generator = parse_gpt_oss(mlx_generator)
-
                         # For other thinking models (GLM, etc.), check if we need to
                         # prepend the thinking tag that was consumed by the chat template
                         if detect_thinking_prompt_suffix(prompt, tokenizer):
@@ -257,10 +253,16 @@ def main(
                             patch_kimi_tokenizer(tokenizer)
 
                         # GLM models need patched parser (upstream has bug with None regex match)
-                        if "glm" in shard_metadata.model_card.model_id.lower():
+                        elif "glm" in shard_metadata.model_card.model_id.lower():
                             patch_glm_tokenizer(tokenizer)
 
-                        if tokenizer.has_tool_calling:
+                        # GPT-OSS specific parsing to match other model formats.
+                        elif isinstance(model, GptOssModel):
+                            mlx_generator = parse_gpt_oss(mlx_generator)
+
+                        if tokenizer.has_tool_calling and not isinstance(
+                            model, GptOssModel
+                        ):
                             assert tokenizer.tool_call_start
                             assert tokenizer.tool_call_end
                             assert tokenizer.tool_parser  # pyright: ignore[reportAny]
@@ -489,9 +491,10 @@ def get_gpt_oss_encoding():
 
 
 def filter_kimi_tokens(
-    responses: Generator[GenerationResponse],
+    responses: Generator[GenerationResponse | ToolCallResponse],
 ) -> Generator[GenerationResponse]:
     for resp in responses:
+        assert isinstance(resp, GenerationResponse)
         if (
             resp.text == "<|tool_calls_section_begin|>"
             or resp.text == "<|tool_calls_section_end|>"
@@ -501,17 +504,44 @@ def filter_kimi_tokens(
 
 
 def parse_gpt_oss(
-    responses: Generator[GenerationResponse],
-) -> Generator[GenerationResponse]:
+    responses: Generator[GenerationResponse | ToolCallResponse],
+) -> Generator[GenerationResponse | ToolCallResponse]:
     encoding = get_gpt_oss_encoding()
     stream = StreamableParser(encoding, role=Role.ASSISTANT)
     thinking = False
+    current_tool_name: str | None = None
+    tool_arg_parts: list[str] = []
 
     for response in responses:
+        assert isinstance(response, GenerationResponse)
         stream.process(response.token)
 
         delta = stream.last_content_delta
         ch = stream.current_channel
+        recipient = stream.current_recipient
+
+        if recipient != current_tool_name:
+            if current_tool_name is not None:
+                prefix = "functions."
+                if current_tool_name.startswith(prefix):
+                    current_tool_name = current_tool_name[len(prefix) :]
+                yield ToolCallResponse(
+                    tool_calls=[
+                        ToolCallItem(
+                            name=current_tool_name,
+                            arguments="".join(tool_arg_parts).strip(),
+                        )
+                    ]
+                )
+                tool_arg_parts = []
+                break
+            current_tool_name = recipient
+
+        # If inside a tool call, accumulate arguments
+        if current_tool_name is not None:
+            if delta:
+                tool_arg_parts.append(delta)
+            continue
 
         if ch == "analysis" and not thinking:
             thinking = True
@@ -528,13 +558,12 @@ def parse_gpt_oss(
             if thinking:
                 yield response.model_copy(update={"text": "</think>"})
             yield response
-            break
 
 
 def parse_thinking_models(
-    responses: Generator[GenerationResponse],
+    responses: Generator[GenerationResponse | ToolCallResponse],
     tokenizer: TokenizerWrapper,
-) -> Generator[GenerationResponse]:
+) -> Generator[GenerationResponse | ToolCallResponse]:
     """
     For models that inject thinking tags in the prompt (like GLM-4.7),
     prepend the thinking tag to the output stream so the frontend
@@ -542,6 +571,9 @@ def parse_thinking_models(
     """
     first = True
     for response in responses:
+        if isinstance(response, ToolCallResponse):
+            yield response
+            continue
         if first:
             first = False
             yield response.model_copy(
@@ -622,7 +654,7 @@ def _process_image_response(
 
 
 def parse_tool_calls(
-    responses: Generator[GenerationResponse],
+    responses: Generator[GenerationResponse | ToolCallResponse],
     tool_call_start: str,
     tool_call_end: str,
     tool_parser: Callable[[str], dict[str, Any] | list[dict[str, Any]]],
@@ -630,6 +662,7 @@ def parse_tool_calls(
     in_tool_call = False
     tool_call_text_parts: list[str] = []
     for response in responses:
+        assert isinstance(response, GenerationResponse)
         # assumption: the tool call start is one token
         if response.text == tool_call_start:
             in_tool_call = True

src/exo/worker/tests/unittests/test_mlx/test_tokenizers.py

@@ -11,12 +11,12 @@ from pathlib import Path
 
 import pytest
 
-from exo.shared.models.model_cards import MODEL_CARDS, ModelCard, ModelId
-from exo.worker.download.download_utils import (
+from exo.download.download_utils import (
     download_file_with_retry,
     ensure_models_dir,
     fetch_file_list_with_cache,
 )
+from exo.shared.models.model_cards import MODEL_CARDS, ModelCard, ModelId
 from exo.worker.engines.mlx.utils_mlx import (
     get_eos_token_ids_for_model,
     load_tokenizer_for_model_id,

src/exo/worker/tests/unittests/test_plan/test_download_and_loading.py

@@ -1,5 +1,5 @@
 import exo.worker.plan as plan_mod
-from exo.shared.types.common import ModelId, NodeId
+from exo.shared.types.common import NodeId
 from exo.shared.types.memory import Memory
 from exo.shared.types.tasks import LoadModel
 from exo.shared.types.worker.downloads import DownloadCompleted, DownloadProgress
@@ -45,13 +45,9 @@ def test_plan_requests_download_when_waiting_and_shard_not_downloaded():
     instances = {INSTANCE_1_ID: instance}
     all_runners = {RUNNER_1_ID: RunnerIdle()}
 
-    # No entry for this shard -> should trigger DownloadModel
-    download_status: dict[ModelId, DownloadProgress] = {}
-
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status=download_status,
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -92,14 +88,6 @@ def test_plan_loads_model_when_all_shards_downloaded_and_waiting():
         RUNNER_2_ID: RunnerConnected(),
     }
 
-    # Local node has already marked its shard as downloaded (not actually used by _load_model)
-    local_download_status = {
-        MODEL_A_ID: DownloadCompleted(
-            shard_metadata=shard1, node_id=NODE_A, total_bytes=Memory()
-        )
-    }
-
-    # Global view has completed downloads for both nodes
     global_download_status = {
         NODE_A: [
             DownloadCompleted(
@@ -116,7 +104,6 @@ def test_plan_loads_model_when_all_shards_downloaded_and_waiting():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status=local_download_status,
         global_download_status=global_download_status,
         instances=instances,
         all_runners=all_runners,
@@ -148,30 +135,26 @@ def test_plan_does_not_request_download_when_shard_already_downloaded():
     instances = {INSTANCE_1_ID: instance}
     all_runners = {RUNNER_1_ID: RunnerIdle()}
 
-    # Local status claims the shard is downloaded already
-    local_download_status = {
-        MODEL_A_ID: DownloadCompleted(
-            shard_metadata=shard, node_id=NODE_A, total_bytes=Memory()
-        )
-    }
-
-    # Global view hasn't caught up yet (no completed shards recorded for NODE_A)
+    # Global state shows shard is downloaded for NODE_A
     global_download_status: dict[NodeId, list[DownloadProgress]] = {
-        NODE_A: [],
+        NODE_A: [
+            DownloadCompleted(
+                shard_metadata=shard, node_id=NODE_A, total_bytes=Memory()
+            )
+        ],
         NODE_B: [],
     }
 
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status=local_download_status,
         global_download_status=global_download_status,
         instances=instances,
         all_runners=all_runners,
         tasks={},
     )
 
-    assert result is None
+    assert not isinstance(result, plan_mod.DownloadModel)
 
 
 def test_plan_does_not_load_model_until_all_shards_downloaded_globally():
@@ -202,12 +185,6 @@ def test_plan_does_not_load_model_until_all_shards_downloaded_globally():
         RUNNER_2_ID: RunnerConnected(),
     }
 
-    # Only NODE_A's shard is recorded as downloaded globally
-    local_download_status = {
-        MODEL_A_ID: DownloadCompleted(
-            shard_metadata=shard1, node_id=NODE_A, total_bytes=Memory()
-        )
-    }
     global_download_status = {
         NODE_A: [
             DownloadCompleted(
@@ -220,7 +197,6 @@ def test_plan_does_not_load_model_until_all_shards_downloaded_globally():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status=local_download_status,
         global_download_status=global_download_status,
         instances=instances,
         all_runners=all_runners,
@@ -245,7 +221,6 @@ def test_plan_does_not_load_model_until_all_shards_downloaded_globally():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status=local_download_status,
         global_download_status=global_download_status,
         instances=instances,
         all_runners=all_runners,

src/exo/worker/tests/unittests/test_plan/test_runner_lifecycle.py

@@ -47,8 +47,7 @@ def test_plan_kills_runner_when_instance_missing():
 
     result = plan_mod.plan(
         node_id=NODE_A,
-        runners=runners,  # type: ignore
-        download_status={},
+        runners=runners,  # type: ignore[arg-type]
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -87,8 +86,7 @@ def test_plan_kills_runner_when_sibling_failed():
 
     result = plan_mod.plan(
         node_id=NODE_A,
-        runners=runners,  # type: ignore
-        download_status={},
+        runners=runners,  # type: ignore[arg-type]
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -120,7 +118,6 @@ def test_plan_creates_runner_when_missing_for_node():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -158,8 +155,7 @@ def test_plan_does_not_create_runner_when_supervisor_already_present():
 
     result = plan_mod.plan(
         node_id=NODE_A,
-        runners=runners,  # type: ignore
-        download_status={},
+        runners=runners,  # type: ignore[arg-type]
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -189,7 +185,6 @@ def test_plan_does_not_create_runner_for_unassigned_node():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,

src/exo/worker/tests/unittests/test_plan/test_task_forwarding.py

@@ -65,7 +65,6 @@ def test_plan_forwards_pending_chat_completion_when_runner_ready():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -113,7 +112,6 @@ def test_plan_does_not_forward_chat_completion_if_any_runner_not_ready():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,
@@ -158,7 +156,6 @@ def test_plan_does_not_forward_tasks_for_other_instances():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -221,7 +218,6 @@ def test_plan_ignores_non_pending_or_non_chat_tasks():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,
@@ -261,7 +257,6 @@ def test_plan_returns_none_when_nothing_to_do():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,

src/exo/worker/tests/unittests/test_plan/test_warmup.py

@@ -57,7 +57,6 @@ def test_plan_starts_warmup_for_accepting_rank_when_all_loaded_or_warming():
     result = plan_mod.plan(
         node_id=NODE_B,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -99,7 +98,6 @@ def test_plan_starts_warmup_for_rank_zero_after_others_warming():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -140,7 +138,6 @@ def test_plan_does_not_start_warmup_for_non_zero_rank_until_all_loaded_or_warmin
     result = plan_mod.plan(
         node_id=NODE_B,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,
@@ -185,7 +182,6 @@ def test_plan_does_not_start_warmup_for_rank_zero_until_others_warming():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -202,7 +198,6 @@ def test_plan_does_not_start_warmup_for_rank_zero_until_others_warming():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: []},
         instances=instances,
         all_runners=all_runners,
@@ -246,7 +241,6 @@ def test_plan_starts_warmup_for_connecting_rank_after_others_warming():
     result = plan_mod.plan(
         node_id=NODE_B,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_B: []},
         instances=instances,
         all_runners=all_runners,
@@ -289,7 +283,6 @@ def test_plan_does_not_start_warmup_for_accepting_rank_until_all_loaded_or_warmi
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,
@@ -331,7 +324,6 @@ def test_plan_does_not_start_warmup_for_connecting_rank_until_others_warming():
     result = plan_mod.plan(
         node_id=NODE_A,
         runners=runners,  # type: ignore
-        download_status={},
         global_download_status={NODE_A: [], NODE_B: []},
         instances=instances,
         all_runners=all_runners,

tests/headless_runner.py

@@ -11,6 +11,10 @@ from hypercorn.asyncio import serve  # pyright: ignore[reportUnknownVariableType
 from loguru import logger
 from pydantic import BaseModel
 
+from exo.download.impl_shard_downloader import (
+    build_full_shard,
+    exo_shard_downloader,
+)
 from exo.shared.logging import InterceptLogger, logger_setup
 from exo.shared.models.model_cards import MODEL_CARDS, ModelId
 from exo.shared.types.api import ChatCompletionMessage, ChatCompletionTaskParams
@@ -36,10 +40,6 @@ from exo.shared.types.worker.runners import RunnerId, ShardAssignments
 from exo.shared.types.worker.shards import PipelineShardMetadata, TensorShardMetadata
 from exo.utils.channels import MpReceiver, MpSender, channel, mp_channel
 from exo.utils.info_gatherer.info_gatherer import GatheredInfo, InfoGatherer
-from exo.worker.download.impl_shard_downloader import (
-    build_full_shard,
-    exo_shard_downloader,
-)
 from exo.worker.runner.bootstrap import entrypoint
 
 

uv.lock

@@ -28,6 +28,89 @@ wheels = [
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 ]
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+wheels = [
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+]
+
+[[package]]
+name = "aiohttp"
+version = "3.13.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohappyeyeballs", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "aiosignal", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "attrs", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "frozenlist", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "multidict", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "propcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "yarl", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
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 source = { editable = "." }
 dependencies = [
     { name = "aiofiles", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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     { name = "exo-pyo3-bindings", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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     { name = "tiktoken", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "tomlkit", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "types-aiofiles", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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 [package.dev-dependencies]
@@ -297,6 +403,7 @@ dev = [
 [package.metadata]
 requires-dist = [
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+    { name = "aiohttp", specifier = ">=3.12.14" },
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     { name = "hypercorn", specifier = ">=0.18.0" },
     { name = "loguru", specifier = ">=0.7.3" },
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     { name = "tiktoken", specifier = ">=0.12.0" },
     { name = "tomlkit", specifier = ">=0.14.0" },
+    { name = "types-aiofiles", specifier = ">=24.1.0.20250708" },
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