initial release

README.md

@@ -1,3 +1,43 @@
 ---
-license: cc-by-sa-4.0
+language:
+- "sr"
+tags:
+- "serbian"
+- "token-classification"
+- "pos"
+- "dependency-parsing"
+datasets:
+- "universal_dependencies"
+license: "cc-by-sa-4.0"
+pipeline_tag: "token-classification"
+widget:
+- text: "Да има сира и масла и моја би мати знала гибати гибаницу."
+- text: "Da ima sira i masla i moja bi mati znala gibati gibanicu."
 ---
+
+# roberta-base-serbian-upos
+
+## Model Description
+
+This is a RoBERTa model in Serbian (Cyrillic and Latin) for POS-tagging and dependency-parsing, derived from [roberta-base-serbian](https://huggingface.co/KoichiYasuoka/roberta-base-serbian). Every word is tagged by [UPOS](https://universaldependencies.org/u/pos/) (Universal Part-Of-Speech).
+
+## How to Use
+
+```py
+import torch
+from transformers import AutoTokenizer,AutoModelForTokenClassification
+tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/roberta-base-serbian-upos")
+model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/roberta-base-serbian-upos")
+```
+
+or
+
+```
+import esupar
+nlp=esupar.load("KoichiYasuoka/roberta-base-serbian-upos")
+```
+
+## See Also
+
+[esupar](https://github.com/KoichiYasuoka/esupar): Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa models
+

config.json

@@ -0,0 +1,121 @@
+{
+  "architectures": [
+    "RobertaForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ADJ",
+    "1": "ADP",
+    "2": "ADV",
+    "3": "AUX",
+    "4": "B-ADJ",
+    "5": "B-ADP",
+    "6": "B-ADV",
+    "7": "B-AUX",
+    "8": "B-DET",
+    "9": "B-INTJ",
+    "10": "B-NOUN",
+    "11": "B-NUM",
+    "12": "B-PART",
+    "13": "B-PRON",
+    "14": "B-PROPN",
+    "15": "B-PUNCT",
+    "16": "B-VERB",
+    "17": "B-X",
+    "18": "CCONJ",
+    "19": "DET",
+    "20": "I-ADJ",
+    "21": "I-ADP",
+    "22": "I-ADV",
+    "23": "I-AUX",
+    "24": "I-DET",
+    "25": "I-INTJ",
+    "26": "I-NOUN",
+    "27": "I-NUM",
+    "28": "I-PART",
+    "29": "I-PRON",
+    "30": "I-PROPN",
+    "31": "I-PUNCT",
+    "32": "I-VERB",
+    "33": "I-X",
+    "34": "INTJ",
+    "35": "NOUN",
+    "36": "NUM",
+    "37": "PART",
+    "38": "PRON",
+    "39": "PROPN",
+    "40": "PUNCT",
+    "41": "SCONJ",
+    "42": "SYM",
+    "43": "VERB",
+    "44": "X"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ADJ": 0,
+    "ADP": 1,
+    "ADV": 2,
+    "AUX": 3,
+    "B-ADJ": 4,
+    "B-ADP": 5,
+    "B-ADV": 6,
+    "B-AUX": 7,
+    "B-DET": 8,
+    "B-INTJ": 9,
+    "B-NOUN": 10,
+    "B-NUM": 11,
+    "B-PART": 12,
+    "B-PRON": 13,
+    "B-PROPN": 14,
+    "B-PUNCT": 15,
+    "B-VERB": 16,
+    "B-X": 17,
+    "CCONJ": 18,
+    "DET": 19,
+    "I-ADJ": 20,
+    "I-ADP": 21,
+    "I-ADV": 22,
+    "I-AUX": 23,
+    "I-DET": 24,
+    "I-INTJ": 25,
+    "I-NOUN": 26,
+    "I-NUM": 27,
+    "I-PART": 28,
+    "I-PRON": 29,
+    "I-PROPN": 30,
+    "I-PUNCT": 31,
+    "I-VERB": 32,
+    "I-X": 33,
+    "INTJ": 34,
+    "NOUN": 35,
+    "NUM": 36,
+    "PART": 37,
+    "PRON": 38,
+    "PROPN": 39,
+    "PUNCT": 40,
+    "SCONJ": 41,
+    "SYM": 42,
+    "VERB": 43,
+    "X": 44
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "tokenizer_class": "BertTokenizerFast",
+  "torch_dtype": "float32",
+  "transformers_version": "4.18.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 14438
+}

pytorch_model.bin

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+oid sha256:6dd000b5c285446ada737f34e597cacd32c76e88635d618a112ad144ff9aa46c
+size 386365937

special_tokens_map.json

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+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

supar.model

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+oid sha256:fb2c0bdcda63d436c2524669770e88100f33b8ad3b00acfc85cb0c60547c0441
+size 440059877

tokenizer_config.json

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+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": false, "do_lowercase": true, "never_split": ["[UNK]", "[SEP]", "[PAD]", "[CLS]", "[MASK]"], "model_max_length": 512, "do_basic_tokenize": true, "tokenizer_class": "BertTokenizerFast"}