diff --git a/Carthage.md b/Carthage.md
index f1392d1e8f..1d2d355e19 100644
--- a/Carthage.md
+++ b/Carthage.md
@@ -49,8 +49,6 @@ binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseFunctionsBinary.j
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseGoogleSignInBinary.json"
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseInAppMessagingBinary.json"
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseMessagingBinary.json"
-binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseMLModelInterpreterBinary.json"
-binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseMLVisionBinary.json"
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebasePerformanceBinary.json"
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseProtobufBinary.json"
 binary "https://dl.google.com/dl/firebase/ios/carthage/FirebaseRemoteConfigBinary.json"
diff --git a/Firebase.podspec b/Firebase.podspec
index 9d129a812a..42c22500f8 100644
--- a/Firebase.podspec
+++ b/Firebase.podspec
@@ -138,6 +138,11 @@ Simplify your app development, grow your user base, and monetize more effectivel
     ss.watchos.deployment_target = '6.0'
   end
 
+  s.subspec 'MLModelDownloader' do |ss|
+    ss.dependency 'Firebase/CoreOnly'
+    ss.ios.dependency 'FirebaseMLModelDownloader', '~> 7.6.0-beta'
+  end
+
   s.subspec 'Performance' do |ss|
     ss.dependency 'Firebase/CoreOnly'
     ss.ios.dependency 'FirebasePerformance', '~> 7.6.0'
@@ -158,6 +163,8 @@ Simplify your app development, grow your user base, and monetize more effectivel
     ss.watchos.deployment_target = '6.0'
   end
 
+  # The deprecated ML subspecs should be deleted in Firebase 8.0.0.
+
   s.subspec 'MLCommon' do |ss|
     ss.dependency 'Firebase/CoreOnly'
     ss.ios.dependency 'FirebaseMLCommon', '~> 7.6.0-beta'
diff --git a/FirebaseCore/CHANGELOG.md b/FirebaseCore/CHANGELOG.md
index 6996c96c95..ac099f488f 100644
--- a/FirebaseCore/CHANGELOG.md
+++ b/FirebaseCore/CHANGELOG.md
@@ -1,3 +1,7 @@
+# FirebaseCore 7.7.0
+- [changed] Deprecated FirebaseMLModelInterpreter and FirebaseMLVision.
+- [added] Introduced FirebaseMLModelDownloader.
+
 # FirebaseCore 7.6.0
 - [fixed] Fixed build warnings introduced with Xcode 12.5. (#7431)
 
diff --git a/FirebaseMLCommon.podspec.json b/FirebaseMLCommon.podspec.json
deleted file mode 100644
index dfc5a646e5..0000000000
--- a/FirebaseMLCommon.podspec.json
+++ /dev/null
@@ -1,44 +0,0 @@
-{
-  "authors": "Google, Inc.",
-  "dependencies": {
-    "FirebaseCore": "~> 7.0",
-    "FirebaseInstallations": "~> 7.0",
-    "GTMSessionFetcher/Core": "~> 1.1",
-    "GoogleToolboxForMac/Logger": "~> 2.1",
-    "GoogleToolboxForMac/NSData+zlib": "~> 2.1",
-    "GoogleToolboxForMac/NSDictionary+URLArguments": "~> 2.1",
-    "GoogleUtilities/UserDefaults": "~> 7.0",
-    "Protobuf": "~> 3.12"
-  },
-  "description": "This is an INTERNAL ONLY pod containing common elements for all the Firebase ML Kit pods.",
-  "frameworks": [
-    "Foundation",
-    "LocalAuthentication"
-  ],
-  "homepage": "https://firebase.google.com/docs/ml-kit/",
-  "libraries": [
-    "c++",
-    "sqlite3",
-    "z"
-  ],
-  "license": {
-    "text": "Copyright 2020 Google",
-    "type": "Copyright"
-  },
-  "name": "FirebaseMLCommon",
-  "platforms": {
-    "ios": "10.0"
-  },
-  "preserve_paths": [
-    "CHANGELOG.md",
-    "README.md"
-  ],
-  "source": {
-    "http": "https://dl.google.com/dl/cpdc/a87f6cd702e135fb/FirebaseMLCommon-0.21.0.tar.gz"
-  },
-  "summary": "Firebase ML Kit Common SDK for iOS",
-  "vendored_frameworks": [
-    "Frameworks/FirebaseMLCommon.framework"
-  ],
-  "version": "7.6.0-beta"
-}
diff --git a/FirebaseMLModelDownloader.podspec b/FirebaseMLModelDownloader.podspec
index 22ec57bef1..67423dd7ed 100644
--- a/FirebaseMLModelDownloader.podspec
+++ b/FirebaseMLModelDownloader.podspec
@@ -1,6 +1,6 @@
 Pod::Spec.new do |s|
   s.name             = 'FirebaseMLModelDownloader'
-  s.version          = '7.0.0'
+  s.version          = '7.6.0-beta'
   s.summary          = 'Firebase ML Model Downloader'
 
   s.description      = <<-DESC
@@ -13,14 +13,20 @@ Pod::Spec.new do |s|
 
   s.source           = {
     :git => 'https://github.com/firebase/firebase-ios-sdk.git',
-    :tag => 'MLModelDownloader-' + s.version.to_s
+    :tag => 'CocoaPods-' + s.version.to_s
   }
   s.social_media_url = 'https://twitter.com/Firebase'
   s.swift_version = '5.0'
-  s.ios.deployment_target = '10.0'
-  s.osx.deployment_target = '10.12'
-  s.tvos.deployment_target = '10.0'
-  s.watchos.deployment_target = '6.0'
+
+  ios_deployment_target = '10.0'
+  osx_deployment_target = '10.12'
+  tvos_deployment_target = '10.0'
+  watchos_deployment_target = '6.0'
+
+  s.ios.deployment_target = ios_deployment_target
+  s.osx.deployment_target = osx_deployment_target
+  s.tvos.deployment_target = tvos_deployment_target
+  s.watchos.deployment_target = watchos_deployment_target
 
   s.cocoapods_version = '>= 1.4.0'
   s.static_framework = true
@@ -31,10 +37,10 @@ Pod::Spec.new do |s|
   ]
 
   s.framework = 'Foundation'
-  s.dependency 'FirebaseCore', '~> 7.0'
-  s.dependency 'FirebaseInstallations', '~> 7.0'
+  s.dependency 'FirebaseCore', '~> 7.6'
+  s.dependency 'FirebaseInstallations', '~> 7.6'
   # TODO: Revisit this dependency
-  s.dependency 'GoogleUtilities/Logger', '~> 7.0'
+  s.dependency 'GoogleUtilities/Logger', '~> 7.2'
   s.dependency 'SwiftProtobuf', '~> 1.0'
 
   s.pod_target_xcconfig = {
@@ -45,14 +51,14 @@ Pod::Spec.new do |s|
 
   s.test_spec 'unit' do |unit_tests|
     unit_tests.scheme = { :code_coverage => true }
-    unit_tests.platforms = {:ios => '10.0', :osx => '10.12', :tvos => '10.0'}
+    unit_tests.platforms = {:ios => ios_deployment_target, :osx => osx_deployment_target, :tvos => tvos_deployment_target}
     unit_tests.source_files = 'FirebaseMLModelDownloader/Tests/Unit/**/*.swift'
     unit_tests.requires_app_host = true
   end
 
   s.test_spec 'integration' do |int_tests|
     int_tests.scheme = { :code_coverage => true }
-    int_tests.platforms = {:ios => '10.0', :osx => '10.12', :tvos => '10.0'}
+    int_tests.platforms = {:ios => ios_deployment_target, :osx => osx_deployment_target, :tvos => tvos_deployment_target}
     int_tests.source_files = 'FirebaseMLModelDownloader/Tests/Integration/**/*.swift'
     int_tests.resources = 'FirebaseMLModelDownloader/Tests/Integration/Resources/GoogleService-Info.plist'
     int_tests.requires_app_host = true
diff --git a/FirebaseMLModelInterpreter.podspec.json b/FirebaseMLModelInterpreter.podspec.json
deleted file mode 100644
index 3a9666def1..0000000000
--- a/FirebaseMLModelInterpreter.podspec.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
-  "authors": "Google, Inc.",
-  "dependencies": {
-    "FirebaseCore": "~> 7.0",
-    "FirebaseMLCommon": "~> 7.0-beta",
-    "GTMSessionFetcher/Core": "~> 1.1",
-    "GoogleUtilities/UserDefaults": "~> 7.0",
-    "TensorFlowLiteObjC": "~> 2.3.0"
-  },
-  "description": "This pod contains the model interpreter to run the custom models on iOS. If ML Kit's pre-built models don't meet your needs, you can use a custom TensorFlow Lite model with ML Kit.",
-  "frameworks": [
-    "Foundation"
-  ],
-  "homepage": "https://firebase.google.com/docs/ml-kit/",
-  "license": {
-    "text": "Copyright 2020 Google",
-    "type": "Copyright"
-  },
-  "name": "FirebaseMLModelInterpreter",
-  "platforms": {
-    "ios": "10.0"
-  },
-  "pod_target_xcconfig": {
-    "VALID_ARCHS": "x86_64 armv7 arm64"
-  },
-  "preserve_paths": [
-    "CHANGELOG.md",
-    "README.md"
-  ],
-  "source": {
-    "http": "https://dl.google.com/dl/cpdc/39b2739bdfc46d59/FirebaseMLModelInterpreter-0.21.0.tar.gz"
-  },
-  "summary": "Firebase ML Kit Custom Model Interpreter SDK for iOS",
-  "vendored_frameworks": [
-    "Frameworks/FirebaseMLModelInterpreter.framework"
-  ],
-  "version": "7.6.0-beta"
-}
diff --git a/FirebaseMLVision.podspec.json b/FirebaseMLVision.podspec.json
deleted file mode 100644
index 6d074f72de..0000000000
--- a/FirebaseMLVision.podspec.json
+++ /dev/null
@@ -1,44 +0,0 @@
-{
-  "authors": "Google, Inc.",
-  "dependencies": {
-    "FirebaseCore": "~> 7.0",
-    "FirebaseMLCommon": "~> 7.0-beta",
-    "GTMSessionFetcher/Core": "~> 1.1",
-    "GoogleAPIClientForREST/Core": "~> 1.3",
-    "GoogleAPIClientForREST/Vision": "~> 1.3",
-    "GoogleToolboxForMac/Logger": "~> 2.1",
-    "GoogleToolboxForMac/NSData+zlib": "~> 2.1",
-    "Protobuf": "~> 3.12"
-  },
-  "description": "This is the top level pod for ML Kit for vision based features on iOS. ML Kit is a mobile SDK that brings Google's machine learning expertise to mobile devices in a powerful yet easy-to-use package.",
-  "frameworks": [
-    "Accelerate",
-    "AVFoundation",
-    "CoreGraphics",
-    "CoreMedia",
-    "CoreVideo",
-    "Foundation",
-    "UIKit"
-  ],
-  "homepage": "https://firebase.google.com/docs/ml-kit/",
-  "license": {
-    "text": "Copyright 2020 Google",
-    "type": "Copyright"
-  },
-  "name": "FirebaseMLVision",
-  "platforms": {
-    "ios": "10.0"
-  },
-  "preserve_paths": [
-    "CHANGELOG.md",
-    "README.md"
-  ],
-  "source": {
-    "http": "https://dl.google.com/dl/cpdc/58517163ccbb14d8/FirebaseMLVision-0.21.0.tar.gz"
-  },
-  "summary": "Firebase ML Kit Vision SDK for iOS",
-  "vendored_frameworks": [
-    "Frameworks/FirebaseMLVision.framework"
-  ],
-  "version": "7.6.0-beta"
-}
diff --git a/Package.swift b/Package.swift
index d6e9c3b90f..42de4462e4 100644
--- a/Package.swift
+++ b/Package.swift
@@ -71,6 +71,10 @@ let package = Package(
       name: "FirebaseMessaging",
       targets: ["FirebaseMessaging"]
     ),
+    .library(
+      name: "FirebaseMLModelDownloader",
+      targets: ["FirebaseMLModelDownloader"]
+    ),
     .library(
       name: "FirebaseRemoteConfig",
       targets: ["FirebaseRemoteConfigTarget"]
diff --git a/ReleaseTooling/CarthageJSON/FirebaseMLModelInterpreterBinary.json b/ReleaseTooling/CarthageJSON/FirebaseMLModelInterpreterBinary.json
deleted file mode 100644
index 7e45d9d068..0000000000
--- a/ReleaseTooling/CarthageJSON/FirebaseMLModelInterpreterBinary.json
+++ /dev/null
@@ -1,62 +0,0 @@
-{
-  "5.0.0": "https://dl.google.com/dl/firebase/ios/carthage/5.0.0/MLModelInterpreter-1902f18ca8a8a9b7.zip",
-  "5.0.1": "https://dl.google.com/dl/firebase/ios/carthage/5.0.1/MLModelInterpreter-8a92d847874454f7.zip",
-  "5.1.0": "https://dl.google.com/dl/firebase/ios/carthage/5.1.0/MLModelInterpreter-15f9ccdbe3aee8eb.zip",
-  "5.10.0": "https://dl.google.com/dl/firebase/ios/carthage/5.10.0/MLModelInterpreter-a2a68660bdf8bce0.zip",
-  "5.11.0": "https://dl.google.com/dl/firebase/ios/carthage/5.11.0/MLModelInterpreter-bdda7cb2c541ea70.zip",
-  "5.12.0": "https://dl.google.com/dl/firebase/ios/carthage/5.12.0/MLModelInterpreter-42193925f2fcc924.zip",
-  "5.13.0": "https://dl.google.com/dl/firebase/ios/carthage/5.13.0/MLModelInterpreter-5133ca85dd42e5f5.zip",
-  "5.14.0": "https://dl.google.com/dl/firebase/ios/carthage/5.14.0/MLModelInterpreter-998902aa3b3124c5.zip",
-  "5.15.0": "https://dl.google.com/dl/firebase/ios/carthage/5.15.0/MLModelInterpreter-5133ca85dd42e5f5.zip",
-  "5.16.0": "https://dl.google.com/dl/firebase/ios/carthage/5.16.0/MLModelInterpreter-50424896a79dda16.zip",
-  "5.17.0": "https://dl.google.com/dl/firebase/ios/carthage/5.17.0/MLModelInterpreter-1f9234bf7fdba97a.zip",
-  "5.18.1": "https://dl.google.com/dl/firebase/ios/carthage/5.18.1/MLModelInterpreter-dc8516d605fc68b8.zip",
-  "5.18.2": "https://dl.google.com/dl/firebase/ios/carthage/5.18.2/MLModelInterpreter-2478cb1a5b79f34c.zip",
-  "5.19.0": "https://dl.google.com/dl/firebase/ios/carthage/5.19.0/MLModelInterpreter-49b2e9f7f44e5733.zip",
-  "5.2.0": "https://dl.google.com/dl/firebase/ios/carthage/5.2.0/MLModelInterpreter-8a92d847874454f7.zip",
-  "5.20.0": "https://dl.google.com/dl/firebase/ios/carthage/5.20.0/MLModelInterpreter-49b2e9f7f44e5733.zip",
-  "5.3.0": "https://dl.google.com/dl/firebase/ios/carthage/5.3.0/MLModelInterpreter-bc010f043190af5f.zip",
-  "5.4.0": "https://dl.google.com/dl/firebase/ios/carthage/5.4.0/MLModelInterpreter-a31cf46a36af3516.zip",
-  "5.6.0": "https://dl.google.com/dl/firebase/ios/carthage/5.6.0/MLModelInterpreter-b71090cf977437e7.zip",
-  "5.8.0": "https://dl.google.com/dl/firebase/ios/carthage/5.8.0/MLModelInterpreter-b71090cf977437e7.zip",
-  "6.0.0": "https://dl.google.com/dl/firebase/ios/carthage/6.0.0/MLModelInterpreter-6b4d3b18369730a7.zip",
-  "6.1.0": "https://dl.google.com/dl/firebase/ios/carthage/6.1.0/MLModelInterpreter-525437adb333ef65.zip",
-  "6.10.0": "https://dl.google.com/dl/firebase/ios/carthage/6.10.0/MLModelInterpreter-1a81212d2ee59a26.zip",
-  "6.11.0": "https://dl.google.com/dl/firebase/ios/carthage/6.11.0/MLModelInterpreter-6f1bbacc59e049ba.zip",
-  "6.12.0": "https://dl.google.com/dl/firebase/ios/carthage/6.12.0/MLModelInterpreter-ce8b08876c6b0778.zip",
-  "6.13.0": "https://dl.google.com/dl/firebase/ios/carthage/6.13.0/MLModelInterpreter-c11d40ad304b5d9f.zip",
-  "6.14.0": "https://dl.google.com/dl/firebase/ios/carthage/6.14.0/FirebaseMLModelInterpreter-3c440dfd6f5c4e60.zip",
-  "6.15.0": "https://dl.google.com/dl/firebase/ios/carthage/6.15.0/FirebaseMLModelInterpreter-f0e7fd6860174ed4.zip",
-  "6.16.0": "https://dl.google.com/dl/firebase/ios/carthage/6.16.0/FirebaseMLModelInterpreter-85f144ddde4d8216.zip",
-  "6.17.0": "https://dl.google.com/dl/firebase/ios/carthage/6.17.0/FirebaseMLModelInterpreter-6282b758b0817a91.zip",
-  "6.18.0": "https://dl.google.com/dl/firebase/ios/carthage/6.18.0/FirebaseMLModelInterpreter-96261a8fe10373bc.zip",
-  "6.19.0": "https://dl.google.com/dl/firebase/ios/carthage/6.19.0/FirebaseMLModelInterpreter-b1de2c9e704c1533.zip",
-  "6.2.0": "https://dl.google.com/dl/firebase/ios/carthage/6.2.0/MLModelInterpreter-73e8b635fae79e22.zip",
-  "6.21.0": "https://dl.google.com/dl/firebase/ios/carthage/6.21.0/FirebaseMLModelInterpreter-bb2391a17a5fe752.zip",
-  "6.22.0": "https://dl.google.com/dl/firebase/ios/carthage/6.22.0/FirebaseMLModelInterpreter-6cee73f43a0d43ac.zip",
-  "6.23.0": "https://dl.google.com/dl/firebase/ios/carthage/6.23.0/FirebaseMLModelInterpreter-638a0ce20d6d8828.zip",
-  "6.24.0": "https://dl.google.com/dl/firebase/ios/carthage/6.24.0/FirebaseMLModelInterpreter-66f2618cc9db9350.zip",
-  "6.26.0": "https://dl.google.com/dl/firebase/ios/carthage/6.26.0/FirebaseMLModelInterpreter-fb25ba538535d3ca.zip",
-  "6.27.0": "https://dl.google.com/dl/firebase/ios/carthage/6.27.0/FirebaseMLModelInterpreter-4ee7efadd1e71000.zip",
-  "6.28.1": "https://dl.google.com/dl/firebase/ios/carthage/6.28.1/FirebaseMLModelInterpreter-466cf0cc8a0e2b1d.zip",
-  "6.29.0": "https://dl.google.com/dl/firebase/ios/carthage/6.29.0/FirebaseMLModelInterpreter-8f6ad25456e14a5b.zip",
-  "6.3.0": "https://dl.google.com/dl/firebase/ios/carthage/6.3.0/MLModelInterpreter-8b30f2722c12af6e.zip",
-  "6.30.0": "https://dl.google.com/dl/firebase/ios/carthage/6.30.0/FirebaseMLModelInterpreter-ab1483b3871826be.zip",
-  "6.31.0": "https://dl.google.com/dl/firebase/ios/carthage/6.31.0/FirebaseMLModelInterpreter-e52753e14c5c2e59.zip",
-  "6.32.0": "https://dl.google.com/dl/firebase/ios/carthage/6.32.0/FirebaseMLModelInterpreter-7cea9e9f9901900c.zip",
-  "6.33.0": "https://dl.google.com/dl/firebase/ios/carthage/6.33.0/FirebaseMLModelInterpreter-abe7cadaeb9fd726.zip",
-  "6.34.0": "https://dl.google.com/dl/firebase/ios/carthage/6.34.0/FirebaseMLModelInterpreter-2548a8c69c9c5a48.zip",
-  "6.4.0": "https://dl.google.com/dl/firebase/ios/carthage/6.4.0/MLModelInterpreter-7b8e7fb28011449f.zip",
-  "6.5.0": "https://dl.google.com/dl/firebase/ios/carthage/6.5.0/MLModelInterpreter-1628e2ea93564d98.zip",
-  "6.6.0": "https://dl.google.com/dl/firebase/ios/carthage/6.6.0/MLModelInterpreter-95dd038b0c3ddba3.zip",
-  "6.7.0": "https://dl.google.com/dl/firebase/ios/carthage/6.7.0/MLModelInterpreter-e62fba1f8d189c7a.zip",
-  "6.8.0": "https://dl.google.com/dl/firebase/ios/carthage/6.8.0/MLModelInterpreter-3c40949dd85ce1a9.zip",
-  "6.8.1": "https://dl.google.com/dl/firebase/ios/carthage/6.8.1/MLModelInterpreter-93ffa89a01ba2ce0.zip",
-  "6.9.0": "https://dl.google.com/dl/firebase/ios/carthage/6.9.0/MLModelInterpreter-74a3b3f21341aaf8.zip",
-  "7.0.0": "https://dl.google.com/dl/firebase/ios/carthage/7.0.0/FirebaseMLModelInterpreter-598dbe7131ecbbfa.zip",
-  "7.1.0": "https://dl.google.com/dl/firebase/ios/carthage/7.1.0/FirebaseMLModelInterpreter-6f03c38aa3de3041.zip",
-  "7.3.0": "https://dl.google.com/dl/firebase/ios/carthage/7.3.0/FirebaseMLModelInterpreter-e0956e3c725e5911.zip",
-  "7.4.0": "https://dl.google.com/dl/firebase/ios/carthage/7.4.0/FirebaseMLModelInterpreter-9e03949be0c54eb4.zip",
-  "7.5.0": "https://dl.google.com/dl/firebase/ios/carthage/7.5.0/FirebaseMLModelInterpreter-de46ed9016a84fd8.zip",
-  "7.6.0": "https://dl.google.com/dl/firebase/ios/carthage/7.6.0/FirebaseMLModelInterpreter-2b7bbe91b86abfe2.zip"
-}
diff --git a/ReleaseTooling/CarthageJSON/FirebaseMLVisionBinary.json b/ReleaseTooling/CarthageJSON/FirebaseMLVisionBinary.json
deleted file mode 100644
index c9260e64b7..0000000000
--- a/ReleaseTooling/CarthageJSON/FirebaseMLVisionBinary.json
+++ /dev/null
@@ -1,61 +0,0 @@
-{
-  "5.0.0": "https://dl.google.com/dl/firebase/ios/carthage/5.0.0/MLVision-9e49b6e070ca2f91.zip",
-  "5.0.1": "https://dl.google.com/dl/firebase/ios/carthage/5.0.1/MLVision-92012aa35fb4ef27.zip",
-  "5.1.0": "https://dl.google.com/dl/firebase/ios/carthage/5.1.0/MLVision-c633f32e03bca57c.zip",
-  "5.10.0": "https://dl.google.com/dl/firebase/ios/carthage/5.10.0/MLVision-2cc49c36aed317d5.zip",
-  "5.11.0": "https://dl.google.com/dl/firebase/ios/carthage/5.11.0/MLVision-5a547bfdeaa7316a.zip",
-  "5.12.0": "https://dl.google.com/dl/firebase/ios/carthage/5.12.0/MLVision-11b623dee4017b47.zip",
-  "5.13.0": "https://dl.google.com/dl/firebase/ios/carthage/5.13.0/MLVision-469f422cf9be2b04.zip",
-  "5.14.0": "https://dl.google.com/dl/firebase/ios/carthage/5.14.0/MLVision-fe3b316310f04b00.zip",
-  "5.15.0": "https://dl.google.com/dl/firebase/ios/carthage/5.15.0/MLVision-88dffe6c5b511616.zip",
-  "5.16.0": "https://dl.google.com/dl/firebase/ios/carthage/5.16.0/MLVision-5385b878f2c17869.zip",
-  "5.17.0": "https://dl.google.com/dl/firebase/ios/carthage/5.17.0/MLVision-675e78cc457bb742.zip",
-  "5.18.1": "https://dl.google.com/dl/firebase/ios/carthage/5.18.1/MLVision-78d174263801ef56.zip",
-  "5.18.2": "https://dl.google.com/dl/firebase/ios/carthage/5.18.2/MLVision-5e17497802593606.zip",
-  "5.19.0": "https://dl.google.com/dl/firebase/ios/carthage/5.19.0/MLVision-a17acd7dd1fef0b6.zip",
-  "5.2.0": "https://dl.google.com/dl/firebase/ios/carthage/5.2.0/MLVision-33646850be69c8e9.zip",
-  "5.20.0": "https://dl.google.com/dl/firebase/ios/carthage/5.20.0/MLVision-a17acd7dd1fef0b6.zip",
-  "5.3.0": "https://dl.google.com/dl/firebase/ios/carthage/5.3.0/MLVision-cc8c8f876440ab84.zip",
-  "5.4.0": "https://dl.google.com/dl/firebase/ios/carthage/5.4.0/MLVision-0ee612ddaf649c16.zip",
-  "5.6.0": "https://dl.google.com/dl/firebase/ios/carthage/5.6.0/MLVision-452587055d7b08de.zip",
-  "5.8.0": "https://dl.google.com/dl/firebase/ios/carthage/5.8.0/MLVision-15faf93b7589deaa.zip",
-  "6.0.0": "https://dl.google.com/dl/firebase/ios/carthage/6.0.0/MLVision-fb53706a99ef3b2d.zip",
-  "6.1.0": "https://dl.google.com/dl/firebase/ios/carthage/6.1.0/MLVision-dce58e35703c605e.zip",
-  "6.10.0": "https://dl.google.com/dl/firebase/ios/carthage/6.10.0/MLVision-76d573bca06a33ba.zip",
-  "6.11.0": "https://dl.google.com/dl/firebase/ios/carthage/6.11.0/MLVision-6940e6eff28245a7.zip",
-  "6.12.0": "https://dl.google.com/dl/firebase/ios/carthage/6.12.0/MLVision-0850f0583a6210fb.zip",
-  "6.13.0": "https://dl.google.com/dl/firebase/ios/carthage/6.13.0/MLVision-f87e55786ec35793.zip",
-  "6.14.0": "https://dl.google.com/dl/firebase/ios/carthage/6.14.0/FirebaseMLVision-df9b0480d2d08ffd.zip",
-  "6.15.0": "https://dl.google.com/dl/firebase/ios/carthage/6.15.0/FirebaseMLVision-1f03875aed025434.zip",
-  "6.16.0": "https://dl.google.com/dl/firebase/ios/carthage/6.16.0/FirebaseMLVision-9f003b047d7f5863.zip",
-  "6.17.0": "https://dl.google.com/dl/firebase/ios/carthage/6.17.0/FirebaseMLVision-e75132b8d7ae5f71.zip",
-  "6.18.0": "https://dl.google.com/dl/firebase/ios/carthage/6.18.0/FirebaseMLVision-4edfaeef2a823114.zip",
-  "6.19.0": "https://dl.google.com/dl/firebase/ios/carthage/6.19.0/FirebaseMLVision-2cdc50623adf672b.zip",
-  "6.21.0": "https://dl.google.com/dl/firebase/ios/carthage/6.21.0/FirebaseMLVision-3d0e44b944226224.zip",
-  "6.22.0": "https://dl.google.com/dl/firebase/ios/carthage/6.22.0/FirebaseMLVision-386f1618dbf718a0.zip",
-  "6.23.0": "https://dl.google.com/dl/firebase/ios/carthage/6.23.0/FirebaseMLVision-6b68b9eb26b22df1.zip",
-  "6.24.0": "https://dl.google.com/dl/firebase/ios/carthage/6.24.0/FirebaseMLVision-aa0e831c317be7e0.zip",
-  "6.26.0": "https://dl.google.com/dl/firebase/ios/carthage/6.26.0/FirebaseMLVision-b55df83da462b90e.zip",
-  "6.27.0": "https://dl.google.com/dl/firebase/ios/carthage/6.27.0/FirebaseMLVision-d7dbf7cefa592a77.zip",
-  "6.28.1": "https://dl.google.com/dl/firebase/ios/carthage/6.28.1/FirebaseMLVision-e1c42623912ed2e8.zip",
-  "6.29.0": "https://dl.google.com/dl/firebase/ios/carthage/6.29.0/FirebaseMLVision-dc49a9dd6d96eba6.zip",
-  "6.3.0": "https://dl.google.com/dl/firebase/ios/carthage/6.3.0/MLVision-d52cc97904431671.zip",
-  "6.30.0": "https://dl.google.com/dl/firebase/ios/carthage/6.30.0/FirebaseMLVision-e0e813bbedd28115.zip",
-  "6.31.0": "https://dl.google.com/dl/firebase/ios/carthage/6.31.0/FirebaseMLVision-01dc35c70fb36838.zip",
-  "6.32.0": "https://dl.google.com/dl/firebase/ios/carthage/6.32.0/FirebaseMLVision-e0f043b5da95925e.zip",
-  "6.33.0": "https://dl.google.com/dl/firebase/ios/carthage/6.33.0/FirebaseMLVision-b444e36524be38a2.zip",
-  "6.34.0": "https://dl.google.com/dl/firebase/ios/carthage/6.34.0/FirebaseMLVision-f8f99b749142aeac.zip",
-  "6.4.0": "https://dl.google.com/dl/firebase/ios/carthage/6.4.0/MLVision-f1010445497ba321.zip",
-  "6.5.0": "https://dl.google.com/dl/firebase/ios/carthage/6.5.0/MLVision-420d9692bd18f993.zip",
-  "6.6.0": "https://dl.google.com/dl/firebase/ios/carthage/6.6.0/MLVision-b87782b9ba823c18.zip",
-  "6.7.0": "https://dl.google.com/dl/firebase/ios/carthage/6.7.0/MLVision-c3e846569bbe02d1.zip",
-  "6.8.0": "https://dl.google.com/dl/firebase/ios/carthage/6.8.0/MLVision-ad10830fa4b4e3f2.zip",
-  "6.8.1": "https://dl.google.com/dl/firebase/ios/carthage/6.8.1/MLVision-da1555cbd8e67179.zip",
-  "6.9.0": "https://dl.google.com/dl/firebase/ios/carthage/6.9.0/MLVision-6c096f05c921a75c.zip",
-  "7.0.0": "https://dl.google.com/dl/firebase/ios/carthage/7.0.0/FirebaseMLVision-a59360c1b433db16.zip",
-  "7.1.0": "https://dl.google.com/dl/firebase/ios/carthage/7.1.0/FirebaseMLVision-f795f4b30c30f60b.zip",
-  "7.3.0": "https://dl.google.com/dl/firebase/ios/carthage/7.3.0/FirebaseMLVision-5159850f4538a6bb.zip",
-  "7.4.0": "https://dl.google.com/dl/firebase/ios/carthage/7.4.0/FirebaseMLVision-96604b7c39870712.zip",
-  "7.5.0": "https://dl.google.com/dl/firebase/ios/carthage/7.5.0/FirebaseMLVision-67ffdbda7818cdee.zip",
-  "7.6.0": "https://dl.google.com/dl/firebase/ios/carthage/7.6.0/FirebaseMLVision-dd3e3d164d7ac7cc.zip"
-}
diff --git a/ReleaseTooling/Sources/FirebaseManifest/FirebaseManifest.swift b/ReleaseTooling/Sources/FirebaseManifest/FirebaseManifest.swift
index fca566eede..241e927962 100755
--- a/ReleaseTooling/Sources/FirebaseManifest/FirebaseManifest.swift
+++ b/ReleaseTooling/Sources/FirebaseManifest/FirebaseManifest.swift
@@ -44,10 +44,7 @@ public let shared = Manifest(
     Pod("FirebasePerformance", platforms: ["ios", "tvos"], zip: true),
     Pod("FirebaseStorage", zip: true),
     Pod("FirebaseStorageSwift", isBeta: true),
-    Pod("FirebaseMLCommon", isClosedSource: true, isBeta: true, platforms: ["ios"]),
-    Pod("FirebaseMLModelInterpreter", isClosedSource: true, isBeta: true, platforms: ["ios"],
-        zip: true),
-    Pod("FirebaseMLVision", isClosedSource: true, isBeta: true, platforms: ["ios"], zip: true),
+    Pod("FirebaseMLModelDownloader", isBeta: true, zip: true),
     Pod("Firebase", allowWarnings: true, zip: true),
   ]
 )
diff --git a/ReleaseTooling/Sources/ZipBuilder/FrameworkBuilder.swift b/ReleaseTooling/Sources/ZipBuilder/FrameworkBuilder.swift
index 63b4639871..240464e588 100755
--- a/ReleaseTooling/Sources/ZipBuilder/FrameworkBuilder.swift
+++ b/ReleaseTooling/Sources/ZipBuilder/FrameworkBuilder.swift
@@ -370,6 +370,7 @@ struct FrameworkBuilder {
       if framework.hasPrefix("Firebase") || framework == "GoogleDataTransport",
         framework != "FirebaseCoreDiagnostics",
         framework != "FirebaseUI",
+        framework != "FirebaseMLModelDownloader",
         !framework.hasSuffix("Swift") {
         // Delete CocoaPods generated umbrella and use pre-generated one.
         do {
@@ -456,9 +457,12 @@ struct FrameworkBuilder {
 
   /// Parses CocoaPods config files or uses the passed in `moduleMapContents` to write the
   /// appropriate `moduleMap` to the `destination`.
+  /// Returns true to fail if building for Carthage and there are Swift modules.
+  @discardableResult
   private func packageModuleMaps(inFrameworks frameworks: [URL],
                                  moduleMapContents: String,
-                                 destination: URL) {
+                                 destination: URL,
+                                 buildingCarthage: Bool = false) -> Bool {
     // CocoaPods does not put dependent frameworks and libraries into the module maps it generates.
     // Instead it use build options to specify them. For the zip build, we need the module maps to
     // include the dependent frameworks and libraries. Therefore we reconstruct them by parsing
@@ -469,28 +473,34 @@ struct FrameworkBuilder {
     // This is sufficient for the testing done so far, but more testing is required to determine
     // if dependent libraries and frameworks also may need to be added to the Swift module maps in
     // some cases.
-    let builtSwiftModules = makeSwiftModuleMap(thinFrameworks: frameworks, destination: destination)
-    if !builtSwiftModules {
-      // Copy the module map to the destination.
-      let moduleDir = destination.appendingPathComponent("Modules")
-      do {
-        try FileManager.default.createDirectory(at: moduleDir, withIntermediateDirectories: true)
-      } catch {
-        let frameworkName: String = frameworks.first?.lastPathComponent ?? "<UNKNOWN"
-        fatalError("Could not create Modules directory for framework: \(frameworkName). \(error)")
-      }
-      let modulemap = moduleDir.appendingPathComponent("module.modulemap")
-      do {
-        try moduleMapContents.write(to: modulemap, atomically: true, encoding: .utf8)
-      } catch {
-        let frameworkName: String = frameworks.first?.lastPathComponent ?? "<UNKNOWN"
-        fatalError("Could not write modulemap to disk for \(frameworkName): \(error)")
-      }
+    if makeSwiftModuleMap(thinFrameworks: frameworks,
+                          destination: destination,
+                          buildingCarthage: true) {
+      return buildingCarthage
     }
+    // Copy the module map to the destination.
+    let moduleDir = destination.appendingPathComponent("Modules")
+    do {
+      try FileManager.default.createDirectory(at: moduleDir, withIntermediateDirectories: true)
+    } catch {
+      let frameworkName: String = frameworks.first?.lastPathComponent ?? "<UNKNOWN"
+      fatalError("Could not create Modules directory for framework: \(frameworkName). \(error)")
+    }
+    let modulemap = moduleDir.appendingPathComponent("module.modulemap")
+    do {
+      try moduleMapContents.write(to: modulemap, atomically: true, encoding: .utf8)
+    } catch {
+      let frameworkName: String = frameworks.first?.lastPathComponent ?? "<UNKNOWN"
+      fatalError("Could not write modulemap to disk for \(frameworkName): \(error)")
+    }
+    return false
   }
 
   /// URLs pointing to the frameworks containing architecture specific code.
-  private func makeSwiftModuleMap(thinFrameworks: [URL], destination: URL) -> Bool {
+  /// Returns true if there are Swift modules.
+  private func makeSwiftModuleMap(thinFrameworks: [URL],
+                                  destination: URL,
+                                  buildingCarthage: Bool = false) -> Bool {
     let fileManager = FileManager.default
 
     for thinFramework in thinFrameworks {
@@ -503,6 +513,8 @@ struct FrameworkBuilder {
         let swiftModules = files.filter { $0.hasSuffix(".swiftmodule") }
         if swiftModules.isEmpty {
           return false
+        } else if buildingCarthage {
+          return true
         }
         guard let first = swiftModules.first,
           let swiftModule = URL(string: first) else {
@@ -694,7 +706,7 @@ struct FrameworkBuilder {
                                         fromFolder: URL,
                                         slicedFrameworks: [TargetPlatform: URL],
                                         resourceContents: URL,
-                                        moduleMapContents: String) -> URL {
+                                        moduleMapContents: String) -> URL? {
     let fileManager = FileManager.default
 
     // Create a `.framework` for each of the thinArchives using the `fromFolder` as the base.
@@ -714,9 +726,17 @@ struct FrameworkBuilder {
       slicedBinariesForCarthage(fromFrameworks: slicedFrameworks,
                                 workingDir: platformFrameworksDir)
 
+    // Copy the framework in the appropriate directory structure.
+    let frameworkDir = platformFrameworksDir.appendingPathComponent(fromFolder.lastPathComponent)
+    do {
+      try fileManager.copyItem(at: fromFolder, to: frameworkDir)
+    } catch {
+      fatalError("Could not create .framework needed to build \(framework) for Carthage: \(error)")
+    }
+
     // Build the fat archive using the `lipo` command to make one fat binary that Carthage can use
     // in the framework. We need the full archive path.
-    let fatArchive = platformFrameworksDir.appendingPathComponent(framework)
+    let fatArchive = frameworkDir.appendingPathComponent(framework)
     let result = FrameworkBuilder.syncExec(
       command: "/usr/bin/lipo",
       args: ["-create", "-output", fatArchive.path] + thinSlices.map { $0.value.path }
@@ -731,21 +751,21 @@ struct FrameworkBuilder {
       print("lipo command for \(framework) succeeded.")
     }
 
-    // Copy the framework and the fat binary artifact into the appropriate directory structure.
-    let frameworkDir = platformFrameworksDir.appendingPathComponent(fromFolder.lastPathComponent)
-    let archiveDestination = frameworkDir.appendingPathComponent(framework)
-    do {
-      try fileManager.copyItem(at: fromFolder, to: frameworkDir)
-      try fileManager.copyItem(at: fatArchive, to: archiveDestination)
-    } catch {
-      fatalError("Could not create .framework needed to build \(framework) for Carthage: \(error)")
+    // Package the modulemaps. The build architecture does not support constructing Swift module
+    // maps for the Carthage distribution, so skip this pod if there is any Swift.
+    let foundSwift = packageModuleMaps(inFrameworks: slicedFrameworks.map { $0.value },
+                                       moduleMapContents: moduleMapContents,
+                                       destination: frameworkDir,
+                                       buildingCarthage: true)
+    if foundSwift {
+      do {
+        try fileManager.removeItem(at: frameworkDir)
+      } catch {
+        fatalError("Could not remove \(frameworkDir) \(error)")
+      }
+      return nil
     }
 
-    // Package the modulemaps. Special consideration is needed for Swift modules.
-    packageModuleMaps(inFrameworks: slicedFrameworks.map { $0.value },
-                      moduleMapContents: moduleMapContents,
-                      destination: frameworkDir)
-
     // Carthage Resources are packaged in the framework.
     // Copy them instead of moving them, since they'll still need to be copied into the xcframework.
     let resourceDir = frameworkDir.appendingPathComponent("Resources")
@@ -757,17 +777,6 @@ struct FrameworkBuilder {
       fatalError("Could not move bundles into Resources directory while building \(framework): " +
         "\(error)")
     }
-
-    // Clean up the fat archive we built.
-    do {
-      try fileManager.removeItem(at: fatArchive)
-    } catch {
-      print("""
-      Tried to remove fat binary for \(framework) at \(fatArchive.path) but couldn't. This is \
-      not a failure, but you may want to remove the file afterwards to save disk space.
-      """)
-    }
-
     return frameworkDir
   }
 
diff --git a/ReleaseTooling/Sources/ZipBuilder/ZipBuilder.swift b/ReleaseTooling/Sources/ZipBuilder/ZipBuilder.swift
index 75a49ef4ed..09a4848e24 100644
--- a/ReleaseTooling/Sources/ZipBuilder/ZipBuilder.swift
+++ b/ReleaseTooling/Sources/ZipBuilder/ZipBuilder.swift
@@ -406,6 +406,10 @@ struct ZipBuilder {
     }.sorted { $0.key < $1.key }
     for pod in remainingPods {
       do {
+        if frameworksToAssemble[pod.key] == nil {
+          // Continue if the pod wasn't built - like Swift frameworks for Carthage.
+          continue
+        }
         let (productDir, podFrameworks) =
           try installAndCopyFrameworks(forPod: pod.key,
                                        withInstalledPods: installedPods,