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function finetune_ui_blocks_js() {
// Auto load options
setTimeout(function () {
document.getElementById('finetune_reload_selections_button').click();
}, 100);
// Add tooltips
setTimeout(function () {
tippy('#finetune_reload_selections_button', {
placement: 'bottom-end',
delay: [500, 0],
animation: 'scale-subtle',
content: 'Press to reload options.',
});
tippy('#finetune_template', {
placement: 'bottom-start',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Select a template for your prompt. <br />To see how the selected template work, select the "Preview" tab and then check "Show actual prompt". <br />Templates are loaded from the "templates" folder of your data directory.',
allowHTML: true,
});
tippy('#finetune_load_dataset_from', {
placement: 'bottom-start',
delay: [500, 0],
animation: 'scale-subtle',
content:
'<strong>Text Input</strong>: Paste the dataset directly in the UI.<br/><strong>Data Dir</strong>: Select a dataset in the data directory.',
allowHTML: true,
});
tippy('#finetune_dataset_preview_show_actual_prompt', {
placement: 'bottom-start',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Check to show the prompt that will be feed to the language model.',
});
tippy('#dataset_plain_text_input_variables_separator', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Define a separator to separate input variables. Use "\\n" for new lines.',
});
tippy('#dataset_plain_text_input_and_output_separator', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Define a separator to separate the input (prompt) and the output (completion). Use "\\n" for new lines.',
});
tippy('#dataset_plain_text_data_separator', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Define a separator to separate different rows of the train data. Use "\\n" for new lines.',
});
tippy('#finetune_dataset_text_load_sample_button', {
placement: 'bottom-start',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Press to load a sample dataset of the current selected format into the textbox.',
});
tippy('#finetune_evaluate_data_count', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'While setting a value larger than 0, the checkpoint with the lowest loss on the evaluation data will be saved as the final trained model, thereby helping to prevent overfitting.',
});
tippy('#finetune_save_total_limit', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Total amount of checkpoints to preserve. Older checkpoints will be deleted.',
});
tippy('#finetune_save_steps', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Number of updates steps before two checkpoint saves.',
});
tippy('#finetune_logging_steps', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Number of update steps between two logs.',
});
tippy('#finetune_model_name', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'The name of the new LoRA model. Must be unique.',
});
tippy('#finetune_continue_from_model', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'Select a LoRA model to train a new model on top of that model. You can also type in a model name on Hugging Face Hub, such as <code>tloen/alpaca-lora-7b</code>.<br /><br />💡 To reload the training parameters of one of your previously trained models, select it here and click the <code>Load training parameters from selected model</code> button, then un-select it.',
allowHTML: true,
});
tippy('#finetune_continue_from_checkpoint', {
placement: 'bottom',
delay: [500, 0],
animation: 'scale-subtle',
content:
'If a checkpoint is selected, training will resume from that specific checkpoint, bypassing any previously completed steps up to the checkpoint\'s moment. <br /><br />💡 Use this option to resume an unfinished training session. Remember to click the <code>Load training parameters from selected model</code> button and select the same dataset for training.',
allowHTML: true,
});
}, 100);
// Show/hide start and stop button base on the state.
setTimeout(function () {
// Make the '#finetune_training_indicator > .wrap' element appear
// if (!document.querySelector('#finetune_training_indicator > .wrap')) {
// document.getElementById('finetune_confirm_stop_btn').click();
// }
setTimeout(function () {
let resetStopButtonTimer;
document
.getElementById('finetune_stop_btn')
.addEventListener('click', function () {
if (resetStopButtonTimer) clearTimeout(resetStopButtonTimer);
resetStopButtonTimer = setTimeout(function () {
document.getElementById('finetune_stop_btn').style.display = 'block';
document.getElementById('finetune_confirm_stop_btn').style.display =
'none';
}, 5000);
document.getElementById('finetune_confirm_stop_btn').style['pointer-events'] =
'none';
setTimeout(function () {
document.getElementById('finetune_confirm_stop_btn').style['pointer-events'] =
'inherit';
}, 300);
document.getElementById('finetune_stop_btn').style.display = 'none';
document.getElementById('finetune_confirm_stop_btn').style.display =
'block';
});
// const training_indicator_wrap_element = document.querySelector(
// '#finetune_training_indicator > .wrap'
// );
const training_indicator_element = document.querySelector(
'#finetune_training_indicator'
);
let isTraining = undefined;
function handle_training_indicator_change() {
// const wrapperHidden = Array.from(training_indicator_wrap_element.classList).includes('hide');
const hidden = Array.from(training_indicator_element.classList).includes('hidden');
const newIsTraining = !(/* wrapperHidden && */ hidden);
if (newIsTraining === isTraining) return;
isTraining = newIsTraining;
if (!isTraining) {
if (resetStopButtonTimer) clearTimeout(resetStopButtonTimer);
document.getElementById('finetune_start_btn').style.display = 'block';
document.getElementById('finetune_stop_btn').style.display = 'none';
document.getElementById('finetune_confirm_stop_btn').style.display =
'none';
} else {
document.getElementById('finetune_start_btn').style.display = 'none';
document.getElementById('finetune_stop_btn').style.display = 'block';
document.getElementById('finetune_confirm_stop_btn').style.display =
'none';
}
}
// new MutationObserver(function (mutationsList, observer) {
// handle_training_indicator_change();
// }).observe(training_indicator_wrap_element, {
// attributes: true,
// attributeFilter: ['class'],
// });
new MutationObserver(function (mutationsList, observer) {
handle_training_indicator_change();
}).observe(training_indicator_element, {
attributes: true,
attributeFilter: ['class'],
});
handle_training_indicator_change();
}, 500);
}, 0);
return [];
}
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