👍[Update] model : translation/utils.pyを追加に伴い一部修正

This commit is contained in:
misyaguziya
2023-11-28 10:17:50 +09:00
parent 92ea7914b8
commit 0311d4cdfc
3 changed files with 57 additions and 13 deletions

View File

@@ -8,6 +8,7 @@ from tkinter import font
from languages import selectable_languages
from models.translation.translation_languages import translatorEngine
from models.transcription.transcription_utils import getInputDevices, getDefaultInputDevice
from models.translation.utils import ctranslate2_weights
from utils import generatePercentageStringsList, isUniqueStrings
json_serializable_vars = {}
@@ -552,18 +553,7 @@ class Config:
self._GITHUB_URL = "https://api.github.com/repos/misyaguziya/VRCT/releases/latest"
self._BOOTH_URL = "https://misyaguziya.booth.pm/"
self._DOCUMENTS_URL = "https://mzsoftware.notion.site/VRCT-Documents-be79b7a165f64442ad8f326d86c22246"
self._CTRANSLATE2_WIGHTS = {
"small": { # M2M-100 418M-parameter model
"url": "https://bit.ly/33fM1AO",
"directory_name": "m2m100_418m",
"tokenizer": "facebook/m2m100_418M"
},
"large": { # M2M-100 1.2B-parameter model
"url": "https://bit.ly/3GYiaed",
"directory_name": "m2m100_12b",
"tokenizer": "facebook/m2m100_12b"
},
}
self._CTRANSLATE2_WEIGHTS = ctranslate2_weights
self._MAX_MIC_ENERGY_THRESHOLD = 2000
self._MAX_SPEAKER_ENERGY_THRESHOLD = 4000

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@@ -9,7 +9,7 @@ if __name__ == "__main__":
from config import config
from models.translation.utils import downloadCTranslate2Weight
downloadCTranslate2Weight(config.PATH_LOCAL, config.WEIGHT_TYPE, config.CTRANSLATE2_WIGHTS)
downloadCTranslate2Weight(config.PATH_LOCAL, config.WEIGHT_TYPE, config.CTRANSLATE2_WEIGHTS, print)
import controller
controller.createMainWindow()

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@@ -0,0 +1,54 @@
import tempfile
from zipfile import ZipFile
from os import path as os_path
from os import makedirs as os_makedirs
from requests import get as requests_get, head as requests_head
from tqdm import tqdm
from typing import Callable
ctranslate2_weights = {
"small": { # M2M-100 418M-parameter model
"url": "https://bit.ly/33fM1AO",
"directory_name": "m2m100_418m",
"tokenizer": "facebook/m2m100_418M"
},
"large": { # M2M-100 1.2B-parameter model
"url": "https://bit.ly/3GYiaed",
"directory_name": "m2m100_12b",
"tokenizer": "facebook/m2m100_12b"
},
}
def downloadCTranslate2Weight(path, weight_type="small", ctranslate2_weights=ctranslate2_weights, func=None):
url = ctranslate2_weights[weight_type]["url"]
filename = 'weight.zip'
directory_name = 'weight'
current_directory = path
weight_directory_name = ctranslate2_weights[weight_type]["directory_name"]
files = ["model.bin", "sentencepiece.model", "shared_vocabulary.txt"]
# check already downloaded
if all(os_path.exists(os_path.join(current_directory, directory_name, weight_directory_name, file)) for file in files):
return
try:
os_makedirs(os_path.join(current_directory, directory_name), exist_ok=True)
print(os_path.join(current_directory, directory_name))
with tempfile.TemporaryDirectory() as tmp_path:
res = requests_get(url, stream=True)
file_size = int(res.headers.get('content-length', 0))
pbar = tqdm(total=file_size, unit="B", unit_scale=True)
total_chunk = 0
with open(os_path.join(tmp_path, filename), 'wb') as file:
for chunk in res.iter_content(chunk_size=1024):
file.write(chunk)
pbar.update(len(chunk))
if isinstance(func, Callable):
total_chunk += len(chunk)
func(total_chunk/file_size)
pbar.close()
with ZipFile(os_path.join(tmp_path, filename)) as zf:
zf.extractall(os_path.join(current_directory, directory_name))
except Exception as e:
print("error:downloadCTranslate2Weight()", e)