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README.md
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@@ -13,59 +13,59 @@ Following is the complete list of machine learning models in Chrome many of whic
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C:\Users\{YOUR_USERNAME}\AppData\Local\Google\Chrome\User Data\optimization_guide_model_store
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Unknown Optimization β Used when the optimization target is not specified.
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Painful Page Load Prevention β Triggers optimizations when page load times are expected to cause user frustration.
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Language Detector β Optimizes for detecting the language of the page content.
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Page Topics Classifier β Analyzes and classifies the topics present on a page.
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New Tab User Targeting β Segments users based on their interaction with new tab pages.
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Content Sharing Optimizer β Targets users who frequently share content.
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Voice Interaction Optimizer β Segments users based on voice interaction with the web.
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Model Validation β Ensures models are working as intended during execution.
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Page Entities Classifier β Detects and classifies entities (e.g., people, places, things) on a page.
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Notification Permission Predictor β Predicts whether a user is likely to allow notification permissions.
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Dummy Data Collection β Used for running experiments and collecting data client-side.
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Android Chrome Start Page Targeting β Segments users who frequently use Chromeβs Android start page.
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Query Tiles Targeting β Segments users interacting with query tiles.
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Page Visibility Detector β Optimizes based on the visibility of a pageβs content.
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Page Topics Classifier V2 β A refined version of the page topics classifier.
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Low Engagement User Targeting β Segments users with low engagement on Chrome.
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Feed User Targeting β Targets users who prefer using content feeds.
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Price Tracking Action β Determines if price tracking should be shown as a contextual action.
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Text Classifier β Optimizes for smart text selection and entity extraction.
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Geolocation Permission Predictor β Predicts if a user will allow geolocation permissions.
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Shopping User Targeting β Segments users interested in shopping.
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Android Chrome Start Page Targeting V2 β Updated targeting for Chromeβs Android start page users.
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Search User Targeting β Segments users who frequently use search.
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Omnibox Tail Suggestions β Optimizes on-device suggestions in the Chrome Omnibox.
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Client-Side Phishing Protection β Protects against phishing attacks by analyzing client-side data.
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Omnibox URL Scoring β Optimizes URL suggestions in the Chrome Omnibox.
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Device Switcher Targeting β Targets users who switch between devices.
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Adaptive Toolbar Optimizer β Optimizes the toolbar based on user behavior.
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Tablet Productivity User Targeting β Segments tablet users who focus on productivity tasks.
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Phishing Image Protection β Embeds images to protect against phishing attacks.
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History Clusters Ranking β Ranks history clusters for the New Tab Page module.
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Web App Install Promotion β Promotes web app installations.
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Text Embedder β Embeds text for efficient storage and retrieval.
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Visual Search Classifier β Classifies and extracts search-related images from a webpage.
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Bottom Toolbar Targeting β Segments users based on bottom toolbar interaction.
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Autofill Field Classifier β Optimizes autofill suggestions by classifying form fields.
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iOS Module Ranker β Ranks modules on the iOS start page.
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Desktop NTP Module Optimizer β Determines which modules to display on a desktopβs New Tab Page.
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Preloading Heuristics β Optimizes preloading of links based on speculation rules.
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Text Safety Detector β Ensures the safety of text content on a page.
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Android Home Module Ranker β Ranks home modules for Android users.
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Compose On-Device Optimizer β Supports running the Compose feature on devices.
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Passage Embedder β Embeds passages for retrieval and analysis.
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Phrase Segmentation β Breaks up text into meaningful phrases.
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Compose Promotion Targeting β Targets users for promoting the Compose feature.
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URL Visit Resumption Ranker β Ranks URL visits for features that allow resuming visits.
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Camera Background Segmentation β Segments video frames to optimize camera backgrounds.
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History Search Optimizer β Optimizes search within browser history.
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Prompt API Optimizer β Configures optimizations for the Prompt API.
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Metrics Clustering Optimizer β Segments users based on metrics clustering.
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Summarize API Optimizer β Configures the API that summarizes content.
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Password Manager Form Classifier β Classifies forms to optimize password management.
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Suspicious Notification Detection β Detects potentially suspicious notification content.
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History Query Intent Optimizer β Classifies the intent behind history queries.
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Source: [DEJAN](https://dejan.ai/blog/chrome-ai-models/)
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C:\Users\{YOUR_USERNAME}\AppData\Local\Google\Chrome\User Data\optimization_guide_model_store
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+
- Unknown Optimization β Used when the optimization target is not specified.
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+
- Painful Page Load Prevention β Triggers optimizations when page load times are expected to cause user frustration.
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| 18 |
+
- Language Detector β Optimizes for detecting the language of the page content.
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+
- Page Topics Classifier β Analyzes and classifies the topics present on a page.
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+
- New Tab User Targeting β Segments users based on their interaction with new tab pages.
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- Content Sharing Optimizer β Targets users who frequently share content.
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- Voice Interaction Optimizer β Segments users based on voice interaction with the web.
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- Model Validation β Ensures models are working as intended during execution.
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- Page Entities Classifier β Detects and classifies entities (e.g., people, places, things) on a page.
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- Notification Permission Predictor β Predicts whether a user is likely to allow notification permissions.
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- Dummy Data Collection β Used for running experiments and collecting data client-side.
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- Android Chrome Start Page Targeting β Segments users who frequently use Chromeβs Android start page.
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- Query Tiles Targeting β Segments users interacting with query tiles.
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- Page Visibility Detector β Optimizes based on the visibility of a pageβs content.
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- Page Topics Classifier V2 β A refined version of the page topics classifier.
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+
- Low Engagement User Targeting β Segments users with low engagement on Chrome.
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- Feed User Targeting β Targets users who prefer using content feeds.
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- Price Tracking Action β Determines if price tracking should be shown as a contextual action.
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- Text Classifier β Optimizes for smart text selection and entity extraction.
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- Geolocation Permission Predictor β Predicts if a user will allow geolocation permissions.
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- Shopping User Targeting β Segments users interested in shopping.
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- Android Chrome Start Page Targeting V2 β Updated targeting for Chromeβs Android start page users.
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- Search User Targeting β Segments users who frequently use search.
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+
- Omnibox Tail Suggestions β Optimizes on-device suggestions in the Chrome Omnibox.
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- Client-Side Phishing Protection β Protects against phishing attacks by analyzing client-side data.
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- Omnibox URL Scoring β Optimizes URL suggestions in the Chrome Omnibox.
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+
- Device Switcher Targeting β Targets users who switch between devices.
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+
- Adaptive Toolbar Optimizer β Optimizes the toolbar based on user behavior.
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+
- Tablet Productivity User Targeting β Segments tablet users who focus on productivity tasks.
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+
- Phishing Image Protection β Embeds images to protect against phishing attacks.
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+
- History Clusters Ranking β Ranks history clusters for the New Tab Page module.
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+
- Web App Install Promotion β Promotes web app installations.
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- Text Embedder β Embeds text for efficient storage and retrieval.
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- Visual Search Classifier β Classifies and extracts search-related images from a webpage.
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+
- Bottom Toolbar Targeting β Segments users based on bottom toolbar interaction.
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+
- Autofill Field Classifier β Optimizes autofill suggestions by classifying form fields.
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+
- iOS Module Ranker β Ranks modules on the iOS start page.
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+
- Desktop NTP Module Optimizer β Determines which modules to display on a desktopβs New Tab Page.
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+
- Preloading Heuristics β Optimizes preloading of links based on speculation rules.
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+
- Text Safety Detector β Ensures the safety of text content on a page.
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+
- Android Home Module Ranker β Ranks home modules for Android users.
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- Compose On-Device Optimizer β Supports running the Compose feature on devices.
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+
- Passage Embedder β Embeds passages for retrieval and analysis.
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- Phrase Segmentation β Breaks up text into meaningful phrases.
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- Compose Promotion Targeting β Targets users for promoting the Compose feature.
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- URL Visit Resumption Ranker β Ranks URL visits for features that allow resuming visits.
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- Camera Background Segmentation β Segments video frames to optimize camera backgrounds.
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- History Search Optimizer β Optimizes search within browser history.
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- Prompt API Optimizer β Configures optimizations for the Prompt API.
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- Metrics Clustering Optimizer β Segments users based on metrics clustering.
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- Summarize API Optimizer β Configures the API that summarizes content.
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- Password Manager Form Classifier β Classifies forms to optimize password management.
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- Suspicious Notification Detection β Detects potentially suspicious notification content.
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- History Query Intent Optimizer β Classifies the intent behind history queries.
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Source: [DEJAN](https://dejan.ai/blog/chrome-ai-models/)
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