AutoGGUF/src/presets.py

119 lines
4.6 KiB
Python

import json
from PySide6.QtCore import Qt
from PySide6.QtWidgets import QApplication, QFileDialog, QMessageBox
from Localizations import (
SAVING_PRESET,
SAVE_PRESET,
JSON_FILES,
PRESET_SAVED,
PRESET_SAVED_TO,
LOADING_PRESET,
LOAD_PRESET,
PRESET_LOADED,
PRESET_LOADED_FROM,
)
def save_preset(self) -> None:
self.logger.info(SAVING_PRESET)
preset = {
"quant_types": [item.text() for item in self.quant_type.selectedItems()],
"allow_requantize": self.allow_requantize.isChecked(),
"leave_output_tensor": self.leave_output_tensor.isChecked(),
"pure": self.pure.isChecked(),
"imatrix": self.imatrix.text(),
"include_weights": self.include_weights.text(),
"exclude_weights": self.exclude_weights.text(),
"use_output_tensor_type": self.use_output_tensor_type.isChecked(),
"output_tensor_type": self.output_tensor_type.currentText(),
"use_token_embedding_type": self.use_token_embedding_type.isChecked(),
"token_embedding_type": self.token_embedding_type.currentText(),
"keep_split": self.keep_split.isChecked(),
"kv_overrides": [
entry.get_raw_override_string() for entry in self.kv_override_entries
],
"extra_arguments": self.extra_arguments.text(),
}
if not QApplication.keyboardModifiers() & Qt.ShiftModifier:
file_name, _ = QFileDialog.getSaveFileName(self, SAVE_PRESET, "", JSON_FILES)
if file_name:
with open(file_name, "w") as f:
json.dump(preset, f, indent=4)
QMessageBox.information(
self, PRESET_SAVED, PRESET_SAVED_TO.format(file_name)
)
self.logger.info(PRESET_SAVED_TO.format(file_name))
else:
clipboard = QApplication.clipboard()
preset_str = json.dumps(preset, indent=1)
clipboard.setText(preset_str)
QMessageBox.information(self, PRESET_SAVED, "Preset copied to clipboard")
self.logger.info("Preset copied to clipboard")
def load_preset(self) -> None:
self.logger.info(LOADING_PRESET)
try:
if QApplication.keyboardModifiers() & Qt.ShiftModifier:
clipboard = QApplication.clipboard()
preset = json.loads(clipboard.text())
source = "clipboard"
else:
file_name, _ = QFileDialog.getOpenFileName(
self, LOAD_PRESET, "", JSON_FILES
)
if not file_name:
return
with open(file_name, "r") as f:
preset = json.load(f)
source = file_name
self.quant_type.clearSelection()
for quant_type in preset.get("quant_types", []):
items = self.quant_type.findItems(quant_type, Qt.MatchExactly)
if items:
items[0].setSelected(True)
self.allow_requantize.setChecked(preset.get("allow_requantize", False))
self.leave_output_tensor.setChecked(preset.get("leave_output_tensor", False))
self.pure.setChecked(preset.get("pure", False))
self.imatrix.setText(preset.get("imatrix", ""))
self.include_weights.setText(preset.get("include_weights", ""))
self.exclude_weights.setText(preset.get("exclude_weights", ""))
self.use_output_tensor_type.setChecked(
preset.get("use_output_tensor_type", False)
)
self.output_tensor_type.setCurrentText(preset.get("output_tensor_type", ""))
self.use_token_embedding_type.setChecked(
preset.get("use_token_embedding_type", False)
)
self.token_embedding_type.setCurrentText(preset.get("token_embedding_type", ""))
self.keep_split.setChecked(preset.get("keep_split", False))
self.extra_arguments.setText(preset.get("extra_arguments", ""))
# Clear existing KV overrides and add new ones
for entry in self.kv_override_entries:
self.remove_kv_override(entry)
for override in preset.get("kv_overrides", []):
self.add_kv_override(override)
QMessageBox.information(
self,
PRESET_LOADED,
PRESET_LOADED_FROM.format(
source
if not QApplication.keyboardModifiers() & Qt.ShiftModifier
else "clipboard"
),
)
self.logger.info(PRESET_LOADED_FROM.format(source))
except json.JSONDecodeError:
QMessageBox.critical(self, "Error", "Invalid JSON in clipboard")
self.logger.error("Failed to parse JSON from clipboard")
except Exception as e:
QMessageBox.critical(self, "Error", f"Failed to load preset: {str(e)}")
self.logger.error(f"Failed to load preset: {str(e)}")