Instructions to use ania3000/kubert-morph with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ania3000/kubert-morph with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ania3000/kubert-morph")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ania3000/kubert-morph") model = AutoModelForTokenClassification.from_pretrained("ania3000/kubert-morph", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "BertForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "directionality": "bidi", | |
| "dtype": "float32", | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "<PAD>", | |
| "1": "<UNK>", | |
| "2": "NOUN", | |
| "3": "PRON,Number=Sing|Person=3", | |
| "4": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "5": "NOUN,Number=Sing", | |
| "6": "PUNCT", | |
| "7": "ADP,ExtPos=ADP", | |
| "8": "NOUN,Definite=Def|Number=Sing", | |
| "9": "ADJ", | |
| "10": "NOUN,Definite=Ind|Number=Sing", | |
| "11": "DET", | |
| "12": "ADV", | |
| "13": "VERB,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "14": "VERB,Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "15": "PRON,Definite=Def|Number=Sing", | |
| "16": "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "17": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act", | |
| "18": "PRON", | |
| "19": "NOUN,Gender=Masc|Number=Sing", | |
| "20": "ADP", | |
| "21": "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Past", | |
| "22": "INTJ", | |
| "23": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres", | |
| "24": "PRON,PronType=Prs|Reflex=Yes", | |
| "25": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past", | |
| "26": "NOUN,Gender=Masc", | |
| "27": "VERB,Mood=Sub|Number=Sing|Person=1|Polarity=Neg|Tense=Pres", | |
| "28": "VERB,Number=Sing|Person=3|Tense=Pres", | |
| "29": "NOUN,Definite=Def|Number=Plur", | |
| "30": "PART", | |
| "31": "PRON,Number=Sing|Person=1", | |
| "32": "NOUN,Definite=Spec|Number=Sing", | |
| "33": "NUM", | |
| "34": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "35": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "36": "DET,Number=Sing", | |
| "37": "PROPN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing", | |
| "38": "VERB,Evident=Nfh|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", | |
| "39": "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Plur", | |
| "40": "ADJ,Degree=Pos", | |
| "41": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "42": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "43": "CCONJ", | |
| "44": "PRON,Number=Sing|Person=2", | |
| "45": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "46": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau", | |
| "47": "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "48": "NUM,NumType=Card", | |
| "49": "NOUN,Gender=Fem|Number=Sing", | |
| "50": "VERB,Mood=Ind|VerbForm=Fin", | |
| "51": "AUX,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Pres", | |
| "52": "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres", | |
| "53": "SCONJ", | |
| "54": "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past", | |
| "55": "VERB,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Past", | |
| "56": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres", | |
| "57": "ADJ,Gender=Fem|Number=Sing", | |
| "58": "VERB,Mood=Imp|Number=Sing|Person=2", | |
| "59": "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Sing", | |
| "60": "NOUN,Case=Nom|Gender=Masc|Number=Plur", | |
| "61": "ADP,AdpType=Prep", | |
| "62": "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Plur", | |
| "63": "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Sing", | |
| "64": "NOUN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing", | |
| "65": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", | |
| "66": "NOUN,Gender=Fem|Number=Plur", | |
| "67": "ADV,PronType=Int", | |
| "68": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres", | |
| "69": "NOUN,Gender=Masc|Number=Plur", | |
| "70": "ADP,Number=Plur", | |
| "71": "ADJ,Number=Plur", | |
| "72": "PRON,Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs", | |
| "73": "AUX,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres", | |
| "74": "ADP,Gender=Masc|Number=Sing", | |
| "75": "PRON,PronType=Prs", | |
| "76": "ADV,Number=Sing", | |
| "77": "PRON,Number=Plur|Person=3", | |
| "78": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "79": "PROPN,Gender=Masc|Number=Sing", | |
| "80": "VERB,Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "81": "PRON,Case=Acc|Number=Sing|Person=2|PronType=Prs", | |
| "82": "VERB,Mood=Sub|Number=Plur|Person=3|Tense=Pres", | |
| "83": "DET,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem", | |
| "84": "NOUN,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem", | |
| "85": "ADP,AdpType=Post", | |
| "86": "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Plur", | |
| "87": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", | |
| "88": "VERB,VerbForm=Inf", | |
| "89": "PRON,Case=Nom|Gender=Masc|Number=Plur|PronType=Ind", | |
| "90": "PRON,Case=Acc|Gender=Fem,Masc|Number=Plur|PronType=Dem", | |
| "91": "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Sing", | |
| "92": "PROPN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing", | |
| "93": "AUX,Evident=Nfh|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", | |
| "94": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Past", | |
| "95": "ADP,Gender=Fem|Number=Sing", | |
| "96": "ADJ,Gender=Masc|Number=Sing", | |
| "97": "PRON,Number=Plur|Person=1|PronType=Prs", | |
| "98": "NOUN,Number=Plur", | |
| "99": "NOUN,Case=Nom|Number=Plur", | |
| "100": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Past", | |
| "101": "VERB,Aspect=Imp|Mood=Ind|Polarity=Neg|Tense=Past", | |
| "102": "VERB,Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "103": "PRON,Case=Nom|Number=Sing|Person=2|PronType=Prs", | |
| "104": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Past", | |
| "105": "PROPN,Number=Sing", | |
| "106": "VERB,Aspect=Imp|Mood=Ind|Tense=Past", | |
| "107": "DET,Case=Nom|Gender=Masc|Number=Sing|PronType=Dem", | |
| "108": "NUM,Definite=Ind|Number=Sing", | |
| "109": "PRON,Number=Plur|Person=1", | |
| "110": "DET,Definite=Def|Number=Sing", | |
| "111": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau", | |
| "112": "DET,Gender=Fem|Number=Sing|PronType=Dem", | |
| "113": "VERB,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Pres", | |
| "114": "DET,Definite=Ind", | |
| "115": "PRON,Case=Acc|Number=Sing|Person=1|PronType=Prs", | |
| "116": "VERB,Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past", | |
| "117": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "118": "VERB,Mood=Sub|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act", | |
| "119": "NOUN,Definite=Def", | |
| "120": "NOUN,Definite=Spec|Number=Plur", | |
| "121": "VERB,Aspect=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "122": "PRON,Case=Acc|Number=Plur|Person=3|PronType=Prs", | |
| "123": "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Plur", | |
| "124": "NOUN,Case=Con|Gender=Fem|Number=Sing|PronType=Ind", | |
| "125": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", | |
| "126": "PRON,Case=Nom|Number=Sing|Person=1|PronType=Prs", | |
| "127": "PROPN", | |
| "128": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Cau", | |
| "129": "PRON,Definite=Ind|Number=Plur", | |
| "130": "PRON,Person=3", | |
| "131": "DET,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem", | |
| "132": "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Sing", | |
| "133": "DET,Gender=Fem,Masc|Number=Sing|PronType=Ind", | |
| "134": "AUX,Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin", | |
| "135": "DET,Gender=Fem,Masc|Number=Plur,Sing|PronType=Ind", | |
| "136": "NOUN,Case=Acc|Gender=Masc|Number=Plur|PronType=Dem", | |
| "137": "NOUN,Case=Acc|Gender=Fem|Number=Plur|PronType=Dem", | |
| "138": "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", | |
| "139": "NOUN,Number=Plur|Person=3", | |
| "140": "NOUN,Definite=Ind|Gender=Masc|Number=Sing", | |
| "141": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres", | |
| "142": "NOUN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing", | |
| "143": "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", | |
| "144": "VERB,Number=Plur|Person=3|Tense=Pres", | |
| "145": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "146": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act", | |
| "147": "NOUN,Foreign=Yes|Gender=Masc|Number=Plur", | |
| "148": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Pres", | |
| "149": "PRON,Number=Plur|Person=2|PronType=Prs", | |
| "150": "PRON,Case=Acc|Number=Plur|Person=2|PronType=Prs", | |
| "151": "NOUN,Case=Acc|Gender=Masc|Number=Sing", | |
| "152": "VERB,Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "153": "VERB,Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "154": "PART,Reflex=Yes", | |
| "155": "AUX,Mood=Ind|Number=Plur|Person=1|Tense=Past", | |
| "156": "DET,Number=Plur", | |
| "157": "PRON,Number=Sing|Person=2|PronType=Prs", | |
| "158": "PRON,Gender=Masc|Number=Plur|PronType=Int", | |
| "159": "AUX,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past", | |
| "160": "PRON,Case=Nom|Number=Plur|Person=3|PronType=Prs", | |
| "161": "PRON,Case=Acc|Gender=Masc|Number=Sing|PronType=Int", | |
| "162": "VERB,Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Past", | |
| "163": "NUM,Definite=Ind", | |
| "164": "SYM", | |
| "165": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", | |
| "166": "X,Foreign=Yes", | |
| "167": "NOUN,Case=Con|Gender=Masc|Number=Sing|PronType=Ind", | |
| "168": "PRON,Gender=Fem,Masc|Number=Plur,Sing|PronType=Prs|Reflex=Yes", | |
| "169": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "170": "VERB,Gender=Masc|Mood=Sub|Number=Sing|Person=3|Tense=Pres", | |
| "171": "PRON,Gender=Fem|Number=Sing|PronType=Dem", | |
| "172": "PRON,PronType=Int", | |
| "173": "VERB,Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "174": "PRON,Definite=Ind|Number=Sing|Person=3", | |
| "175": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "176": "NOUN,Gender=Fem", | |
| "177": "PRON,Number=Sing|PronType=Ind", | |
| "178": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres", | |
| "179": "VERB,Aspect=Perf|Gender=Masc|Number=Sing|Tense=Past", | |
| "180": "NOUN,Case=Acc|Number=Plur", | |
| "181": "PRON,Number=Sing|PronType=Rcp", | |
| "182": "VERB,Mood=Ind|Number=Plur|Tense=Past", | |
| "183": "ADV,Foreign=Yes", | |
| "184": "PROPN,Case=Acc|Gender=Masc|Number=Sing", | |
| "185": "PRON,Person=3|PronType=Prs", | |
| "186": "VERB,Polarity=Neg", | |
| "187": "VERB", | |
| "188": "DET,Number=Plur|PronType=Dem", | |
| "189": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past", | |
| "190": "PRON,PronType=Ind", | |
| "191": "PRON,Number=Plur", | |
| "192": "PRON,Case=Acc|Number=Sing|Person=3|PronType=Prs", | |
| "193": "PRON,Number=Plur|PronType=Dem", | |
| "194": "NOUN,Definite=Ind|Gender=Masc", | |
| "195": "VERB,Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|Tense=Past", | |
| "196": "PRON,Case=Acc|Person=3|PronType=Prs", | |
| "197": "ADV,Definite=Ind|Number=Sing", | |
| "198": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "199": "VERB,Number=Sing|Person=3|Tense=Fut", | |
| "200": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", | |
| "201": "PROPN,Case=Con|Definite=Def|Gender=Fem|Number=Sing", | |
| "202": "ADP,Gender=Fem", | |
| "203": "PRON,Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs", | |
| "204": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "205": "PRON,Number=Sing", | |
| "206": "ADP,AdpType=Post|Gender=Fem,Masc|Number=Plur", | |
| "207": "PRON,Number=Plur|Person=2", | |
| "208": "VERB,Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "209": "NOUN,Definite=Ind|Person=3", | |
| "210": "ADV,Definite=Spec", | |
| "211": "DET,Definite=Ind|Number=Sing", | |
| "212": "PART,Definite=Ind|Number=Sing", | |
| "213": "PRON,Gender=Masc|Number=Sing|Person=3|PronType=Dem", | |
| "214": "ADJ,Foreign=Yes", | |
| "215": "NUM,Number=Sing", | |
| "216": "VERB,Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "217": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act", | |
| "218": "NOUN,Case=Acc|Gender=Fem|Number=Plur", | |
| "219": "ADJ,Degree=Cmp", | |
| "220": "PRON,Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs", | |
| "221": "VERB,Gender=Masc|Number=Sing|Tense=Past", | |
| "222": "PRON,PronType=Rcp", | |
| "223": "NOUN,Case=Acc|Definite=Def|Gender=Fem|Number=Plur", | |
| "224": "VERB,Mood=Ind|Number=Sing|Person=1|Polarity=Neg|Tense=Pres", | |
| "225": "ADP,Case=Nom|Gender=Masc|Number=Sing", | |
| "226": "ADV,PronType=Ind", | |
| "227": "VERB,Mood=Ind|Number=Plur|Person=3|Polarity=Neg|Tense=Pres", | |
| "228": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act", | |
| "229": "PRON,Number=Plur|PronType=Rcp", | |
| "230": "NUM,Case=Nom|Definite=Def|Number=Plur|NumType=Card", | |
| "231": "VERB,Number=Sing|Person=3", | |
| "232": "ADJ,Definite=Def", | |
| "233": "X", | |
| "234": "PRON,Gender=Masc|Number=Sing|PronType=Dem", | |
| "235": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act", | |
| "236": "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem", | |
| "237": "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Int", | |
| "238": "VERB,Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "239": "DET,PronType=Ind", | |
| "240": "AUX,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act", | |
| "241": "DET,Gender=Masc|Number=Sing|PronType=Dem" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "<PAD>": 0, | |
| "<UNK>": 1, | |
| "ADJ": 9, | |
| "ADJ,Definite=Def": 232, | |
| "ADJ,Degree=Cmp": 219, | |
| "ADJ,Degree=Pos": 40, | |
| "ADJ,Foreign=Yes": 214, | |
| "ADJ,Gender=Fem|Number=Sing": 57, | |
| "ADJ,Gender=Masc|Number=Sing": 96, | |
| "ADJ,Number=Plur": 71, | |
| "ADP": 20, | |
| "ADP,AdpType=Post": 85, | |
| "ADP,AdpType=Post|Gender=Fem,Masc|Number=Plur": 206, | |
| "ADP,AdpType=Prep": 61, | |
| "ADP,Case=Nom|Gender=Masc|Number=Sing": 225, | |
| "ADP,ExtPos=ADP": 7, | |
| "ADP,Gender=Fem": 202, | |
| "ADP,Gender=Fem|Number=Sing": 95, | |
| "ADP,Gender=Masc|Number=Sing": 74, | |
| "ADP,Number=Plur": 70, | |
| "ADV": 12, | |
| "ADV,Definite=Ind|Number=Sing": 197, | |
| "ADV,Definite=Spec": 210, | |
| "ADV,Foreign=Yes": 183, | |
| "ADV,Number=Sing": 76, | |
| "ADV,PronType=Ind": 226, | |
| "ADV,PronType=Int": 67, | |
| "AUX,Evident=Nfh|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": 93, | |
| "AUX,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Pres": 51, | |
| "AUX,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past": 159, | |
| "AUX,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres": 73, | |
| "AUX,Mood=Ind|Number=Plur|Person=1|Tense=Past": 155, | |
| "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin": 165, | |
| "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Pres": 148, | |
| "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": 87, | |
| "AUX,Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin": 134, | |
| "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": 143, | |
| "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": 138, | |
| "AUX,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 240, | |
| "CCONJ": 43, | |
| "DET": 11, | |
| "DET,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem": 83, | |
| "DET,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem": 131, | |
| "DET,Case=Nom|Gender=Masc|Number=Sing|PronType=Dem": 107, | |
| "DET,Definite=Def|Number=Sing": 110, | |
| "DET,Definite=Ind": 114, | |
| "DET,Definite=Ind|Number=Sing": 211, | |
| "DET,Gender=Fem,Masc|Number=Plur,Sing|PronType=Ind": 135, | |
| "DET,Gender=Fem,Masc|Number=Sing|PronType=Ind": 133, | |
| "DET,Gender=Fem|Number=Sing|PronType=Dem": 112, | |
| "DET,Gender=Masc|Number=Sing|PronType=Dem": 241, | |
| "DET,Number=Plur": 156, | |
| "DET,Number=Plur|PronType=Dem": 188, | |
| "DET,Number=Sing": 36, | |
| "DET,PronType=Ind": 239, | |
| "INTJ": 22, | |
| "NOUN": 2, | |
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| "NOUN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing": 142, | |
| "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Plur": 86, | |
| "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Sing": 63, | |
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| "NOUN,Case=Acc|Gender=Fem|Number=Plur|PronType=Dem": 137, | |
| "NOUN,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem": 84, | |
| "NOUN,Case=Acc|Gender=Masc|Number=Plur|PronType=Dem": 136, | |
| "NOUN,Case=Acc|Gender=Masc|Number=Sing": 151, | |
| "NOUN,Case=Acc|Number=Plur": 180, | |
| "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Plur": 39, | |
| "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Sing": 59, | |
| "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Plur": 62, | |
| "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Sing": 91, | |
| "NOUN,Case=Con|Gender=Fem|Number=Sing|PronType=Ind": 124, | |
| "NOUN,Case=Con|Gender=Masc|Number=Sing|PronType=Ind": 167, | |
| "NOUN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing": 64, | |
| "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Plur": 123, | |
| "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Sing": 132, | |
| "NOUN,Case=Nom|Gender=Masc|Number=Plur": 60, | |
| "NOUN,Case=Nom|Number=Plur": 99, | |
| "NOUN,Definite=Def": 119, | |
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| "NOUN,Definite=Def|Number=Sing": 8, | |
| "NOUN,Definite=Ind|Gender=Masc": 194, | |
| "NOUN,Definite=Ind|Gender=Masc|Number=Sing": 140, | |
| "NOUN,Definite=Ind|Number=Sing": 10, | |
| "NOUN,Definite=Ind|Person=3": 209, | |
| "NOUN,Definite=Spec|Number=Plur": 120, | |
| "NOUN,Definite=Spec|Number=Sing": 32, | |
| "NOUN,Foreign=Yes|Gender=Masc|Number=Plur": 147, | |
| "NOUN,Gender=Fem": 176, | |
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| "NOUN,Gender=Fem|Number=Sing": 49, | |
| "NOUN,Gender=Masc": 26, | |
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| "NOUN,Number=Plur": 98, | |
| "NOUN,Number=Plur|Person=3": 139, | |
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| "NUM,Case=Nom|Definite=Def|Number=Plur|NumType=Card": 230, | |
| "NUM,Definite=Ind": 163, | |
| "NUM,Definite=Ind|Number=Sing": 108, | |
| "NUM,NumType=Card": 48, | |
| "NUM,Number=Sing": 215, | |
| "PART": 30, | |
| "PART,Definite=Ind|Number=Sing": 212, | |
| "PART,Reflex=Yes": 154, | |
| "PRON": 18, | |
| "PRON,Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs": 220, | |
| "PRON,Case=Acc|Gender=Fem,Masc|Number=Plur|PronType=Dem": 90, | |
| "PRON,Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs": 203, | |
| "PRON,Case=Acc|Gender=Masc|Number=Sing|PronType=Int": 161, | |
| "PRON,Case=Acc|Number=Plur|Person=2|PronType=Prs": 150, | |
| "PRON,Case=Acc|Number=Plur|Person=3|PronType=Prs": 122, | |
| "PRON,Case=Acc|Number=Sing|Person=1|PronType=Prs": 115, | |
| "PRON,Case=Acc|Number=Sing|Person=2|PronType=Prs": 81, | |
| "PRON,Case=Acc|Number=Sing|Person=3|PronType=Prs": 192, | |
| "PRON,Case=Acc|Person=3|PronType=Prs": 196, | |
| "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem": 236, | |
| "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Int": 237, | |
| "PRON,Case=Nom|Gender=Masc|Number=Plur|PronType=Ind": 89, | |
| "PRON,Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs": 72, | |
| "PRON,Case=Nom|Number=Plur|Person=3|PronType=Prs": 160, | |
| "PRON,Case=Nom|Number=Sing|Person=1|PronType=Prs": 126, | |
| "PRON,Case=Nom|Number=Sing|Person=2|PronType=Prs": 103, | |
| "PRON,Definite=Def|Number=Sing": 15, | |
| "PRON,Definite=Ind|Number=Plur": 129, | |
| "PRON,Definite=Ind|Number=Sing|Person=3": 174, | |
| "PRON,Gender=Fem,Masc|Number=Plur,Sing|PronType=Prs|Reflex=Yes": 168, | |
| "PRON,Gender=Fem|Number=Sing|PronType=Dem": 171, | |
| "PRON,Gender=Masc|Number=Plur|PronType=Int": 158, | |
| "PRON,Gender=Masc|Number=Sing|Person=3|PronType=Dem": 213, | |
| "PRON,Gender=Masc|Number=Sing|PronType=Dem": 234, | |
| "PRON,Number=Plur": 191, | |
| "PRON,Number=Plur|Person=1": 109, | |
| "PRON,Number=Plur|Person=1|PronType=Prs": 97, | |
| "PRON,Number=Plur|Person=2": 207, | |
| "PRON,Number=Plur|Person=2|PronType=Prs": 149, | |
| "PRON,Number=Plur|Person=3": 77, | |
| "PRON,Number=Plur|PronType=Dem": 193, | |
| "PRON,Number=Plur|PronType=Rcp": 229, | |
| "PRON,Number=Sing": 205, | |
| "PRON,Number=Sing|Person=1": 31, | |
| "PRON,Number=Sing|Person=2": 44, | |
| "PRON,Number=Sing|Person=2|PronType=Prs": 157, | |
| "PRON,Number=Sing|Person=3": 3, | |
| "PRON,Number=Sing|PronType=Ind": 177, | |
| "PRON,Number=Sing|PronType=Rcp": 181, | |
| "PRON,Person=3": 130, | |
| "PRON,Person=3|PronType=Prs": 185, | |
| "PRON,PronType=Ind": 190, | |
| "PRON,PronType=Int": 172, | |
| "PRON,PronType=Prs": 75, | |
| "PRON,PronType=Prs|Reflex=Yes": 24, | |
| "PRON,PronType=Rcp": 222, | |
| "PROPN": 127, | |
| "PROPN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing": 37, | |
| "PROPN,Case=Acc|Gender=Masc|Number=Sing": 184, | |
| "PROPN,Case=Con|Definite=Def|Gender=Fem|Number=Sing": 201, | |
| "PROPN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing": 92, | |
| "PROPN,Gender=Masc|Number=Sing": 79, | |
| "PROPN,Number=Sing": 105, | |
| "PUNCT": 6, | |
| "SCONJ": 53, | |
| "SYM": 164, | |
| "VERB": 187, | |
| "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 16, | |
| "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 47, | |
| "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 175, | |
| "VERB,Aspect=Imp|Mood=Ind|Polarity=Neg|Tense=Past": 101, | |
| "VERB,Aspect=Imp|Mood=Ind|Tense=Past": 106, | |
| "VERB,Aspect=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 121, | |
| "VERB,Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Past": 162, | |
| "VERB,Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past": 116, | |
| "VERB,Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|Tense=Past": 195, | |
| "VERB,Aspect=Perf|Gender=Masc|Number=Sing|Tense=Past": 179, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past": 25, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 235, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act": 228, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 45, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau": 46, | |
| "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 169, | |
| "VERB,Evident=Nfh|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin": 38, | |
| "VERB,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Past": 55, | |
| "VERB,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Pres": 113, | |
| "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Past": 21, | |
| "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past": 54, | |
| "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres": 52, | |
| "VERB,Gender=Masc|Mood=Sub|Number=Sing|Person=3|Tense=Pres": 170, | |
| "VERB,Gender=Masc|Number=Sing|Tense=Past": 221, | |
| "VERB,Mood=Imp|Number=Sing|Person=2": 58, | |
| "VERB,Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act": 152, | |
| "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Past": 100, | |
| "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres": 141, | |
| "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 34, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Polarity=Neg|Tense=Pres": 227, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act": 217, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past": 189, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 78, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau": 111, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres": 68, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin": 125, | |
| "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 35, | |
| "VERB,Mood=Ind|Number=Plur|Tense=Past": 182, | |
| "VERB,Mood=Ind|Number=Sing|Person=1|Polarity=Neg|Tense=Pres": 224, | |
| "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Past": 94, | |
| "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres": 56, | |
| "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 41, | |
| "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Past": 104, | |
| "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres": 178, | |
| "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act": 198, | |
| "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Cau": 128, | |
| "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 42, | |
| "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": 65, | |
| "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 4, | |
| "VERB,Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act": 153, | |
| "VERB,Mood=Ind|VerbForm=Fin": 50, | |
| "VERB,Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 102, | |
| "VERB,Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act": 208, | |
| "VERB,Mood=Sub|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act": 118, | |
| "VERB,Mood=Sub|Number=Plur|Person=3|Tense=Pres": 82, | |
| "VERB,Mood=Sub|Number=Sing|Person=1|Polarity=Neg|Tense=Pres": 27, | |
| "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act": 146, | |
| "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres": 23, | |
| "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 204, | |
| "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act": 17, | |
| "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 145, | |
| "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin": 200, | |
| "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 117, | |
| "VERB,Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 216, | |
| "VERB,Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 80, | |
| "VERB,Number=Plur|Person=3|Tense=Pres": 144, | |
| "VERB,Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act": 173, | |
| "VERB,Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act": 238, | |
| "VERB,Number=Sing|Person=3": 231, | |
| "VERB,Number=Sing|Person=3|Tense=Fut": 199, | |
| "VERB,Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act": 14, | |
| "VERB,Number=Sing|Person=3|Tense=Pres": 28, | |
| "VERB,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act": 13, | |
| "VERB,Polarity=Neg": 186, | |
| "VERB,VerbForm=Inf": 88, | |
| "X": 233, | |
| "X,Foreign=Yes": 166 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "pooler_fc_size": 768, | |
| "pooler_num_attention_heads": 12, | |
| "pooler_num_fc_layers": 3, | |
| "pooler_size_per_head": 128, | |
| "pooler_type": "first_token_transform", | |
| "position_embedding_type": "absolute", | |
| "transformers_version": "4.57.3", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 119547 | |
| } | |