#model = os.getcwd() + "\\data\\final-model.pt"
#model = os.getcwd() + "/data/HooshvareLab--distilbert-fa-zwnj-base-ner" # مدل اولیه که تست شد و تا حدود 70 درصد در آخرین آموزش خوب جواب می داد
#model = os.getcwd() + "/data/distilbert-base-multilingual-cased-tavasi"
# model = "HooshvareLab/bert-fa-base-uncased-ner-peyma"
# model = "PooryaPiroozfar/Flair-Persian-NER" # 111111111111111

## ---------------------------------------------------------
## --- آخرین کار مورد استفاده در سامانه قانون یار از این آموزش دیده است
#model = "orgcatorg/xlm-v-base-ner" # بهترین توکنایزر فارسی ***********************
## ---------------------------------------------------------
# model = AutoModel.from_pretrained("/home/gpu/HFHOME/hub/models--orgcatorg--xlm-v-base-ner")

#model = "pourmand1376/NER_Farsi" # 
#model = "HooshvareLab/bert-base-parsbert-ner-uncased"   # ****  خوب جواب داد
#model = "SeyedAli/Persian-Text-NER-Bert-V1"             # ***** خیلی خوب جواب داد
#model = "HooshvareLab/bert-base-parsbert-peymaner-uncased" # جالب نبود!
#model = "HooshvareLab/bert-base-parsbert-armanner-uncased" # جالب نبود!

# HooshvareLab/distilbert-fa-zwnj-base-ner
models_with_error= """
nicolauduran45/affilgood-ner-multilingual-v2 - error
Amirmerfan/bert-base-uncased-persian-ner-50k-base - error
AliFartout/Roberta-fa-en-ner - error
"""

models = """
HooshvareLab/bert-base-parsbert-ner-uncased
HooshvareLab/bert-fa-base-uncased-ner-peyma
HooshvareLab/bert-base-parsbert-armanner-uncased
HooshvareLab/bert-fa-base-uncased-ner-arman
HooshvareLab/bert-base-parsbert-peymaner-uncased
"""