gpt4all/qml/SettingsDialog.qml
2023-05-08 12:21:30 -04:00

724 lines
30 KiB
QML

import QtCore
import QtQuick
import QtQuick.Controls
import QtQuick.Controls.Basic
import QtQuick.Dialogs
import QtQuick.Layouts
import download
import network
import llm
Dialog {
id: settingsDialog
modal: true
opacity: 0.9
background: Rectangle {
anchors.fill: parent
anchors.margins: -20
color: theme.backgroundDarkest
border.width: 1
border.color: theme.dialogBorder
radius: 10
}
onOpened: {
Network.sendSettingsDialog();
}
Theme {
id: theme
}
property real defaultTemperature: 0.28
property real defaultTopP: 0.95
property int defaultTopK: 40
property int defaultMaxLength: 4096
property int defaultPromptBatchSize: 9
property real defaultRepeatPenalty: 1.10
property int defaultRepeatPenaltyTokens: 64
property int defaultThreadCount: 0
property bool defaultSaveChats: false
property string defaultPromptTemplate: "### Human:
%1
### Assistant:\n"
property string defaultModelPath: Download.defaultLocalModelsPath()
property alias temperature: settings.temperature
property alias topP: settings.topP
property alias topK: settings.topK
property alias maxLength: settings.maxLength
property alias promptBatchSize: settings.promptBatchSize
property alias promptTemplate: settings.promptTemplate
property alias repeatPenalty: settings.repeatPenalty
property alias repeatPenaltyTokens: settings.repeatPenaltyTokens
property alias threadCount: settings.threadCount
property alias saveChats: settings.saveChats
property alias modelPath: settings.modelPath
Settings {
id: settings
property real temperature: settingsDialog.defaultTemperature
property real topP: settingsDialog.defaultTopP
property int topK: settingsDialog.defaultTopK
property int maxLength: settingsDialog.defaultMaxLength
property int promptBatchSize: settingsDialog.defaultPromptBatchSize
property int threadCount: settingsDialog.defaultThreadCount
property bool saveChats: settingsDialog.defaultSaveChats
property real repeatPenalty: settingsDialog.defaultRepeatPenalty
property int repeatPenaltyTokens: settingsDialog.defaultRepeatPenaltyTokens
property string promptTemplate: settingsDialog.defaultPromptTemplate
property string modelPath: settingsDialog.defaultModelPath
}
function restoreGenerationDefaults() {
settings.temperature = defaultTemperature
settings.topP = defaultTopP
settings.topK = defaultTopK
settings.maxLength = defaultMaxLength
settings.promptBatchSize = defaultPromptBatchSize
settings.promptTemplate = defaultPromptTemplate
settings.repeatPenalty = defaultRepeatPenalty
settings.repeatPenaltyTokens = defaultRepeatPenaltyTokens
settings.sync()
}
function restoreApplicationDefaults() {
settings.modelPath = settingsDialog.defaultModelPath
settings.threadCount = defaultThreadCount
settings.saveChats = defaultSaveChats
Download.downloadLocalModelsPath = settings.modelPath
LLM.threadCount = settings.threadCount
LLM.chatListModel.shouldSaveChats = settings.saveChats
settings.sync()
}
Component.onCompleted: {
LLM.threadCount = settings.threadCount
LLM.chatListModel.shouldSaveChats = settings.saveChats
Download.downloadLocalModelsPath = settings.modelPath
}
Connections {
target: settingsDialog
function onClosed() {
settings.sync()
}
}
Item {
Accessible.role: Accessible.Dialog
Accessible.name: qsTr("Settings dialog")
Accessible.description: qsTr("Dialog containing various application settings")
}
TabBar {
id: settingsTabBar
width: parent.width / 1.5
TabButton {
id: genSettingsButton
contentItem: IconLabel {
color: theme.textColor
font.bold: genSettingsButton.checked
font.pixelSize: genSettingsButton.checked ? theme.fontSizeLarger : theme.fontSizeLarge
text: qsTr("Generation")
}
background: Rectangle {
color: genSettingsButton.checked ? theme.backgroundDarkest : theme.backgroundLight
border.color: theme.tabBorder
border.width: 1 ? genSettingsButton.checked : 0
}
Accessible.role: Accessible.Button
Accessible.name: qsTr("Generation settings")
Accessible.description: qsTr("Settings related to how the model generates text")
}
TabButton {
id: appSettingsButton
contentItem: IconLabel {
color: theme.textColor
font.bold: appSettingsButton.checked
font.pixelSize: appSettingsButton.checked ? theme.fontSizeLarger : theme.fontSizeLarge
text: qsTr("Application")
}
background: Rectangle {
color: appSettingsButton.checked ? theme.backgroundDarkest : theme.backgroundLight
border.color: theme.tabBorder
border.width: 1 ? appSettingsButton.checked : 0
}
Accessible.role: Accessible.Button
Accessible.name: qsTr("Application settings")
Accessible.description: qsTr("Settings related to general behavior of the application")
}
}
StackLayout {
anchors.top: settingsTabBar.bottom
width: parent.width
height: availableHeight
currentIndex: settingsTabBar.currentIndex
Item {
id: generationSettingsTab
ScrollView {
background: Rectangle {
color: 'transparent'
border.color: theme.tabBorder
border.width: 1
radius: 2
}
padding: 10
width: parent.width
height: parent.height - 30
contentWidth: availableWidth - 20
contentHeight: generationSettingsTabInner.implicitHeight + 40
ScrollBar.vertical.policy: ScrollBar.AlwaysOn
GridLayout {
id: generationSettingsTabInner
anchors.margins: 10
columns: 2
rowSpacing: 10
columnSpacing: 10
anchors.fill: parent
Label {
id: tempLabel
text: qsTr("Temperature:")
color: theme.textColor
Layout.row: 0
Layout.column: 0
}
TextField {
text: settings.temperature.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Temperature increases the chances of choosing less likely tokens - higher temperature gives more creative but less predictable outputs")
ToolTip.visible: hovered
Layout.row: 0
Layout.column: 1
validator: DoubleValidator {
locale: "C"
}
onEditingFinished: {
var val = parseFloat(text)
if (!isNaN(val)) {
settings.temperature = val
settings.sync()
focus = false
} else {
text = settings.temperature.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: tempLabel.text
Accessible.description: ToolTip.text
}
Label {
id: topPLabel
text: qsTr("Top P:")
color: theme.textColor
Layout.row: 1
Layout.column: 0
}
TextField {
text: settings.topP.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Only the most likely tokens up to a total probability of top_p can be chosen, prevents choosing highly unlikely tokens, aka Nucleus Sampling")
ToolTip.visible: hovered
Layout.row: 1
Layout.column: 1
validator: DoubleValidator {
locale: "C"
}
onEditingFinished: {
var val = parseFloat(text)
if (!isNaN(val)) {
settings.topP = val
settings.sync()
focus = false
} else {
text = settings.topP.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: topPLabel.text
Accessible.description: ToolTip.text
}
Label {
id: topKLabel
text: qsTr("Top K:")
color: theme.textColor
Layout.row: 2
Layout.column: 0
}
TextField {
text: settings.topK.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Only the top K most likely tokens will be chosen from")
ToolTip.visible: hovered
Layout.row: 2
Layout.column: 1
validator: IntValidator {
bottom: 1
}
onEditingFinished: {
var val = parseInt(text)
if (!isNaN(val)) {
settings.topK = val
settings.sync()
focus = false
} else {
text = settings.topK.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: topKLabel.text
Accessible.description: ToolTip.text
}
Label {
id: maxLengthLabel
text: qsTr("Max Length:")
color: theme.textColor
Layout.row: 3
Layout.column: 0
}
TextField {
text: settings.maxLength.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Maximum length of response in tokens")
ToolTip.visible: hovered
Layout.row: 3
Layout.column: 1
validator: IntValidator {
bottom: 1
}
onEditingFinished: {
var val = parseInt(text)
if (!isNaN(val)) {
settings.maxLength = val
settings.sync()
focus = false
} else {
text = settings.maxLength.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: maxLengthLabel.text
Accessible.description: ToolTip.text
}
Label {
id: batchSizeLabel
text: qsTr("Prompt Batch Size:")
color: theme.textColor
Layout.row: 4
Layout.column: 0
}
TextField {
text: settings.promptBatchSize.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Amount of prompt tokens to process at once, higher values can speed up reading prompts but will use more RAM")
ToolTip.visible: hovered
Layout.row: 4
Layout.column: 1
validator: IntValidator {
bottom: 1
}
onEditingFinished: {
var val = parseInt(text)
if (!isNaN(val)) {
settings.promptBatchSize = val
settings.sync()
focus = false
} else {
text = settings.promptBatchSize.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: batchSizeLabel.text
Accessible.description: ToolTip.text
}
Label {
id: repeatPenaltyLabel
text: qsTr("Repeat Penalty:")
color: theme.textColor
Layout.row: 5
Layout.column: 0
}
TextField {
text: settings.repeatPenalty.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Amount to penalize repetitiveness of the output")
ToolTip.visible: hovered
Layout.row: 5
Layout.column: 1
validator: DoubleValidator {
locale: "C"
}
onEditingFinished: {
var val = parseFloat(text)
if (!isNaN(val)) {
settings.repeatPenalty = val
settings.sync()
focus = false
} else {
text = settings.repeatPenalty.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: repeatPenaltyLabel.text
Accessible.description: ToolTip.text
}
Label {
id: repeatPenaltyTokensLabel
text: qsTr("Repeat Penalty Tokens:")
color: theme.textColor
Layout.row: 6
Layout.column: 0
}
TextField {
text: settings.repeatPenaltyTokens.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("How far back in output to apply repeat penalty")
ToolTip.visible: hovered
Layout.row: 6
Layout.column: 1
validator: IntValidator {
bottom: 1
}
onEditingFinished: {
var val = parseInt(text)
if (!isNaN(val)) {
settings.repeatPenaltyTokens = val
settings.sync()
focus = false
} else {
text = settings.repeatPenaltyTokens.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: repeatPenaltyTokensLabel.text
Accessible.description: ToolTip.text
}
Label {
id: promptTemplateLabel
text: qsTr("Prompt Template:")
color: theme.textColor
Layout.row: 7
Layout.column: 0
}
Rectangle {
Layout.row: 7
Layout.column: 1
Layout.fillWidth: true
height: 200
color: "transparent"
clip: true
Label {
id: promptTemplateLabelHelp
visible: settings.promptTemplate.indexOf(
"%1") === -1
font.bold: true
color: theme.textErrorColor
text: qsTr("Prompt template must contain %1 to be replaced with the user's input.")
anchors.fill: templateScrollView
z: 200
padding: 10
wrapMode: TextArea.Wrap
Accessible.role: Accessible.EditableText
Accessible.name: text
}
ScrollView {
id: templateScrollView
anchors.fill: parent
TextArea {
text: settings.promptTemplate
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
wrapMode: TextArea.Wrap
onTextChanged: {
settings.promptTemplate = text
settings.sync()
}
bottomPadding: 10
Accessible.role: Accessible.EditableText
Accessible.name: promptTemplateLabel.text
Accessible.description: promptTemplateLabelHelp.text
}
}
}
Button {
Layout.row: 8
Layout.column: 1
Layout.fillWidth: true
padding: 15
contentItem: Text {
text: qsTr("Restore Defaults")
horizontalAlignment: Text.AlignHCenter
color: theme.textColor
Accessible.role: Accessible.Button
Accessible.name: text
Accessible.description: qsTr("Restores the settings dialog to a default state")
}
background: Rectangle {
opacity: .5
border.color: theme.backgroundLightest
border.width: 1
radius: 10
color: theme.backgroundLight
}
onClicked: {
settingsDialog.restoreGenerationDefaults()
}
}
}
}
}
Item {
id: applicationSettingsTab
ScrollView {
background: Rectangle {
color: 'transparent'
border.color: theme.tabBorder
border.width: 1
radius: 2
}
padding: 10
width: parent.width
height: parent.height - 30
contentWidth: availableWidth - 20
ScrollBar.vertical.policy: ScrollBar.AlwaysOn
GridLayout {
anchors.margins: 10
columns: 3
rowSpacing: 10
columnSpacing: 10
anchors.fill: parent
FolderDialog {
id: modelPathDialog
title: "Please choose a directory"
currentFolder: Download.downloadLocalModelsPath
onAccepted: {
Download.downloadLocalModelsPath = selectedFolder
settings.modelPath = Download.downloadLocalModelsPath
settings.sync()
}
}
Label {
id: modelPathLabel
text: qsTr("Download path:")
color: theme.textColor
Layout.row: 1
Layout.column: 0
}
TextField {
id: modelPathDisplayLabel
text: Download.downloadLocalModelsPath
readOnly: true
color: theme.textColor
implicitWidth: 300
Layout.row: 1
Layout.column: 1
Layout.fillWidth: true
ToolTip.text: qsTr("Path where model files will be downloaded to")
ToolTip.visible: hovered
Accessible.role: Accessible.ToolTip
Accessible.name: modelPathDisplayLabel.text
Accessible.description: ToolTip.text
background: Rectangle {
color: theme.backgroundLighter
radius: 10
}
}
Button {
Layout.row: 1
Layout.column: 2
text: qsTr("Browse")
contentItem: Text {
text: qsTr("Browse")
horizontalAlignment: Text.AlignHCenter
color: theme.textColor
Accessible.role: Accessible.Button
Accessible.name: text
Accessible.description: qsTr("Opens a folder picker dialog to choose where to save model files")
}
background: Rectangle {
opacity: .5
border.color: theme.backgroundLightest
border.width: 1
radius: 10
color: theme.backgroundLight
}
onClicked: modelPathDialog.open()
}
Label {
id: nThreadsLabel
text: qsTr("CPU Threads:")
color: theme.textColor
Layout.row: 2
Layout.column: 0
}
TextField {
text: settingsDialog.threadCount.toString()
color: theme.textColor
background: Rectangle {
implicitWidth: 150
color: theme.backgroundLighter
radius: 10
}
padding: 10
ToolTip.text: qsTr("Amount of processing threads to use, a setting of 0 will use the lesser of 4 or your number of CPU threads")
ToolTip.visible: hovered
Layout.row: 2
Layout.column: 1
validator: IntValidator {
bottom: 1
}
onEditingFinished: {
var val = parseInt(text)
if (!isNaN(val)) {
settingsDialog.threadCount = val
LLM.threadCount = val
settings.sync()
focus = false
} else {
text = settingsDialog.threadCount.toString()
}
}
Accessible.role: Accessible.EditableText
Accessible.name: nThreadsLabel.text
Accessible.description: ToolTip.text
}
Label {
id: saveChatsLabel
text: qsTr("Save chats to disk:")
color: theme.textColor
Layout.row: 3
Layout.column: 0
}
CheckBox {
id: saveChatsBox
Layout.row: 3
Layout.column: 1
checked: settingsDialog.saveChats
onClicked: {
Network.sendSaveChatsToggled(saveChatsBox.checked);
settingsDialog.saveChats = saveChatsBox.checked
LLM.chatListModel.shouldSaveChats = saveChatsBox.checked
settings.sync()
}
ToolTip.text: qsTr("WARNING: Saving chats to disk can be ~2GB per chat")
ToolTip.visible: hovered
background: Rectangle {
color: "transparent"
}
indicator: Rectangle {
implicitWidth: 26
implicitHeight: 26
x: saveChatsBox.leftPadding
y: parent.height / 2 - height / 2
border.color: theme.dialogBorder
color: "transparent"
Rectangle {
width: 14
height: 14
x: 6
y: 6
color: theme.textColor
visible: saveChatsBox.checked
}
}
contentItem: Text {
text: saveChatsBox.text
font: saveChatsBox.font
opacity: enabled ? 1.0 : 0.3
color: theme.textColor
verticalAlignment: Text.AlignVCenter
leftPadding: saveChatsBox.indicator.width + saveChatsBox.spacing
}
}
Button {
Layout.row: 4
Layout.column: 1
Layout.fillWidth: true
padding: 15
contentItem: Text {
text: qsTr("Restore Defaults")
horizontalAlignment: Text.AlignHCenter
color: theme.textColor
Accessible.role: Accessible.Button
Accessible.name: text
Accessible.description: qsTr("Restores the settings dialog to a default state")
}
background: Rectangle {
opacity: .5
border.color: theme.backgroundLightest
border.width: 1
radius: 10
color: theme.backgroundLight
}
onClicked: {
settingsDialog.restoreApplicationDefaults()
}
}
}
}
}
}
}