mirror of https://github.com/leafspark/AutoGGUF
315 lines
8.4 KiB
Python
315 lines
8.4 KiB
Python
import json
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import re
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import shutil
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import os
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from functools import partial
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from PySide6.QtCore import *
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from PySide6.QtGui import *
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from PySide6.QtWidgets import *
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from GPUMonitor import GPUMonitor
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from KVOverrideEntry import KVOverrideEntry
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from Logger import Logger
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from ModelInfoDialog import ModelInfoDialog
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from error_handling import show_error, handle_error
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from imports_and_globals import (
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open_file_safe,
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resource_path,
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show_about,
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ensure_directory,
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)
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from Localizations import *
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import presets
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import ui_update
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import lora_conversion
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import utils
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class CustomTitleBar(QWidget):
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"""
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Custom title bar for the main window, providing drag-and-drop functionality
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and minimize/close buttons.
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"""
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def __init__(self, parent=None):
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"""
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Initializes the custom title bar.
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Args:
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parent (QWidget, optional): The parent widget. Defaults to None.
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"""
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class AutoGGUF(QMainWindow):
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"""
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Main application window for AutoGGUF, providing a user interface for
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quantizing and converting large language models.
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"""
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def __init__(self):
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"""
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Initializes the main window, setting up the UI, logger, and other
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necessary components.
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"""
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def keyPressEvent(self, event):
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"""
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Handles key press events for window resizing.
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Args:
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event (QKeyEvent): The key press event.
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"""
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def resize_window(self, larger):
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"""
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Resizes the window by a specified factor.
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Args:
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larger (bool): Whether to make the window larger or smaller.
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"""
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def reset_size(self):
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"""Resets the window to its default size."""
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def parse_resolution(self):
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"""
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Parses the resolution from the AUTOGGUF_RESOLUTION environment variable.
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Returns:
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tuple: The width and height of the window.
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"""
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def resizeEvent(self, event):
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"""
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Handles resize events to maintain rounded corners.
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Args:
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event (QResizeEvent): The resize event.
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"""
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def refresh_backends(self):
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"""Refreshes the list of available backends."""
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def save_task_preset(self, task_item):
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"""
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Saves the preset for a specific task.
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Args:
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task_item (TaskListItem): The task item to save the preset for.
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"""
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def browse_export_lora_model(self):
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"""Opens a file dialog to browse for the export LORA model file."""
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def browse_export_lora_output(self):
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"""Opens a file dialog to browse for the export LORA output file."""
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def add_lora_adapter(self):
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"""Adds a LORA adapter to the export LORA list."""
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def browse_base_model(self):
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"""Opens a file dialog to browse for the base model folder."""
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def delete_lora_adapter_item(self, adapter_widget):
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"""
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Deletes a LORA adapter item from the export LORA list.
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Args:
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adapter_widget (QWidget): The widget containing the adapter information.
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"""
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def browse_hf_model_input(self):
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"""Opens a file dialog to browse for the HuggingFace model directory."""
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def browse_hf_outfile(self):
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"""Opens a file dialog to browse for the HuggingFace to GGUF output file."""
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def convert_hf_to_gguf(self):
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"""Converts a HuggingFace model to GGUF format."""
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def export_lora(self):
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"""Exports a LORA from a GGML model."""
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def restart_task(self, task_item):
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"""
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Restarts a specific task.
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Args:
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task_item (TaskListItem): The task item to restart.
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"""
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def lora_conversion_finished(self, thread, input_path, output_path):
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"""
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Handles the completion of a LORA conversion task.
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Args:
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thread (QuantizationThread): The thread that handled the conversion.
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input_path (str): The path to the input LORA file.
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output_path (str): The path to the output GGML file.
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"""
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def download_finished(self, extract_dir):
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"""
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Handles the completion of a download, extracting files and updating the UI.
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Args:
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extract_dir (str): The directory where the downloaded files were extracted.
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"""
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def extract_cuda_files(self, extract_dir, destination):
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"""
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Extracts CUDA files from a downloaded archive.
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Args:
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extract_dir (str): The directory where the downloaded files were extracted.
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destination (str): The destination directory for the CUDA files.
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"""
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def download_error(self, error_message):
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"""
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Handles download errors, displaying an error message and cleaning up.
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Args:
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error_message (str): The error message.
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"""
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def show_task_context_menu(self, position):
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"""
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Shows the context menu for a task item in the task list.
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Args:
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position (QPoint): The position of the context menu.
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"""
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def show_task_properties(self, item):
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"""
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Shows the properties dialog for a specific task.
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Args:
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item (QListWidgetItem): The task item.
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"""
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def toggle_gpu_offload_auto(self, state):
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"""
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Toggles the automatic GPU offload option.
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Args:
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state (Qt.CheckState): The state of the checkbox.
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"""
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def cancel_task_by_item(self, item):
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"""
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Cancels a task by its item in the task list.
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Args:
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item (QListWidgetItem): The task item.
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"""
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def cancel_task(self, item):
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"""
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Cancels a specific task.
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Args:
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item (QListWidgetItem): The task item.
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"""
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def delete_task(self, item):
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"""
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Deletes a specific task.
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Args:
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item (QListWidgetItem): The task item.
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"""
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def create_label(self, text, tooltip):
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"""
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Creates a QLabel with a tooltip.
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Args:
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text (str): The text for the label.
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tooltip (str): The tooltip for the label.
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Returns:
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QLabel: The created label.
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"""
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def load_models(self):
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"""Loads the available models and displays them in the model tree."""
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def browse_models(self):
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"""Opens a file dialog to browse for the models directory."""
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def browse_output(self):
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"""Opens a file dialog to browse for the output directory."""
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def browse_logs(self):
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"""Opens a file dialog to browse for the logs directory."""
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def browse_imatrix(self):
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"""Opens a file dialog to browse for the imatrix file."""
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def validate_quantization_inputs(self):
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"""Validates the inputs for quantization."""
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def add_kv_override(self, override_string=None):
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"""Adds a KV override entry to the list."""
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def remove_kv_override(self, entry):
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"""Removes a KV override entry from the list."""
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def quantize_model(self):
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"""Quantizes the selected model."""
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def parse_progress(self, line, task_item):
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"""
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Parses the progress from the output line and updates the task item.
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Args:
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line (str): The output line.
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task_item (TaskListItem): The task item.
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"""
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def task_finished(self, thread, task_item):
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"""
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Handles the completion of a task.
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Args:
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thread (QuantizationThread): The thread that handled the task.
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task_item (TaskListItem): The task item.
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"""
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def show_task_details(self, item):
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"""
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Shows the details of a specific task.
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Args:
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item (QListWidgetItem): The task item.
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"""
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def browse_imatrix_datafile(self):
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"""Opens a file dialog to browse for the imatrix data file."""
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def browse_imatrix_model(self):
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"""Opens a file dialog to browse for the imatrix model file."""
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def browse_imatrix_output(self):
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"""Opens a file dialog to browse for the imatrix output file."""
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def get_models_data(self):
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"""Retrieves data for all loaded models."""
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def get_tasks_data(self):
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"""Retrieves data for all tasks in the task list."""
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def generate_imatrix(self):
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"""Generates an imatrix file."""
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def closeEvent(self, event: QCloseEvent):
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"""
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Handles close events, prompting the user if there are running tasks.
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Args:
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event (QCloseEvent): The close event.
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"""
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