Abstract: Systems and methods for generative language model tuning can include training the generative language model to generate sets of output text tokens with set of intermediary text tokens with training examples that include input and output pairs. The training can include processing the input with the language model to determine a predicted output and a predicted set of intermediary text tokens. The predicted set of intermediary text tokens can then be evaluated based at least in part on the output associated with the input and the predicted output.

Abstract: In some implementations, a system may transmit, to a user device associated with a user account, a first set of user interface (UI) data that indicates: a rectangular-shaped element, a track positioned on the rectangular-shaped element and having a first end and a second end, and an interaction element located at the first end of the track and slidable between the first and second ends of the track. The system may receive, from the user device, interaction data indicating an interaction, by a user of the user device, with the interaction element from the first end to the second end of the track. The system may transmit, to the user device, a second set of UI data that indicates: the rectangular-shaped element and an account identifier associated with the user account and positioned on the rectangular-shaped element.

Abstract: In some implementations, a system may identify one or more account identifiers associated with a user account and corresponding to one or more account types. The system may determine an action to perform if account information associated with the user account or with a particular account identifier satisfies a condition. The system may transmit, to a user device, user interface (UI) data associated with an icon-based UI element. The UI data indicates a rectangular-shaped element, of the icon-based UI element, associated with the particular account identifier, and an interactable icon, of the icon-based UI element, positioned within a bottom portion of the rectangular-shaped element. The interactable icon is representative of the action. The system may include receiving, from the user device, interaction data indicating an interaction, by a user of the user device, with the interactable icon. The system may perform the action based on receiving the interaction data.

Abstract: In some implementations, a device may provide, for display via a display screen, a graphical user interface (GUI) that includes a first page and one or more sheets corresponding to respective secondary pages, wherein the one or more sheets include respective sets of one or more display elements from respective sets of display elements associated with the respective secondary pages. The device may detect a first gestural interaction in an area of the display screen that is associated with a portion of the GUI, the first gestural interaction indicating an action. The device may update, based on detecting the first gestural interaction and the action, the GUI to cause one or more other portions, from the first page and the one or more sheets, of the GUI to display updated information in accordance with the action. The device may provide, for display, the GUI indicating the updated information.

Abstract: In some implementations, a system may receive interaction data indicating an interaction time and amount. The system may categorize the interaction in a category of a plurality of categories. For each category, the system may compare a total category amount with an average category amount. The system may determine, for each category, a proportion of the total category amount relative to a total account amount. The system may transmit, to a user device, user interface data associated with a ring-shaped user interface element that includes a plurality of segments corresponding to the plurality of categories. The user interface data indicates a width of a particular segment that is based on the comparison of the total category amount for a corresponding category with the average category amount, and an arc length that is based on the proportion of the total category amount for the corresponding category to the total account amount.

Abstract: In some implementations, a system may receive interaction data indicating an interaction time and amount. The system may categorize the interaction in a category of a plurality of categories. For each category, the system may compare a total category amount with an average category amount. The system may determine, for each category, a proportion of the total category amount relative to a total account amount. The system may transmit, to a user device, user interface data associated with a ring-shaped user interface element that includes a plurality of segments corresponding to the plurality of categories. The user interface data indicates a width of a particular segment that is based on the comparison of the total category amount for a corresponding category with the average category amount, and an arc length that is based on the proportion of the total category amount for the corresponding category to the total account amount.

Abstract: In some implementations, a user device may present, on a user interface (UI) associated with a user account, a first UI element. The user device may detect a user interaction, with the user device, indicating the first UI element. The user device may present, on the UI and based on the user interaction, a second UI element, which increases in length in a first direction from a start point, along a closed path around the first UI element and ending at the start point, while the user interaction is being detected. The second UI element completes the closed path when an interaction duration satisfies a duration threshold, which indicates a confirmation of a request for an action associated with the user account. The duration threshold is based on one or more parameters associated with one or more of the action, the user account, or the user interaction.

Abstract: In some implementations, a system may transmit a first set of user interface (UI) data indicating a UI having a first interaction element. The system may receive interaction data indicating a user interaction with the first interaction element. The system may determine one or more suggestions to provide based on one or more factors related to account information associated with a user account. The system may transmit a second set of UI data associated with a UI element and that may indicate a first portion, extending downward from a top of a display of the user device, that may include one or more second interaction elements corresponding to the suggestions, and a second portion extending upward from a bottom of the display and including a virtual keyboard. An intermediate portion of the UI may be exposed through a gap between the first and second portions of the UI element.

Abstract: In some implementations, a system may transmit a first set of user interface (UI) data indicating a UI having a first interaction element. The system may receive interaction data indicating a user interaction with the first interaction element. The system may determine one or more suggestions to provide based on one or more factors related to account information associated with a user account. The system may transmit a second set of UI data associated with a UI element and that may indicate a first portion, extending downward from a top of a display of the user device, that may include one or more second interaction elements corresponding to the suggestions, and a second portion extending upward from a bottom of the display and including a virtual keyboard. An intermediate portion of the UI may be exposed through a gap between the first and second portions of the UI element.

Abstract: In some implementations, a user device may present, on a user interface (UI) associated with a user account, a first UI element. The user device may detect a user interaction, with the user device, indicating the first UI element. The user device may present, on the UI and based on the user interaction, a second UI element, which increases in length in a first direction from a start point, along a closed path around the first UI element and ending at the start point, while the user interaction is being detected. The second UI element completes the closed path when an interaction duration satisfies a duration threshold, which indicates a confirmation of a request for an action associated with the user account. The duration threshold is based on one or more parameters associated with one or more of the action, the user account, or the user interaction.