First commit

config.json

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+{
+  "_name_or_path": "pysentimiento/robertuito-base-cased",
+  "architectures": [
+    "RobertaForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-VERB",
+    "1": "B-PUNCT",
+    "2": "B-PRON",
+    "3": "B-NOUN",
+    "4": "B-DET",
+    "5": "B-ADV",
+    "6": "B-ADP",
+    "7": "B-INTJ",
+    "8": "B-CONJ",
+    "9": "B-ADJ",
+    "10": "B-AUX",
+    "11": "B-SCONJ",
+    "12": "B-PART",
+    "13": "B-PROPN",
+    "14": "B-NUM",
+    "15": "B-UNK",
+    "16": "B-X"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-ADJ": 9,
+    "B-ADP": 6,
+    "B-ADV": 5,
+    "B-AUX": 10,
+    "B-CONJ": 8,
+    "B-DET": 4,
+    "B-INTJ": 7,
+    "B-NOUN": 3,
+    "B-NUM": 14,
+    "B-PART": 12,
+    "B-PRON": 2,
+    "B-PROPN": 13,
+    "B-PUNCT": 1,
+    "B-SCONJ": 11,
+    "B-UNK": 15,
+    "B-VERB": 0,
+    "B-X": 16
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 130,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.13.0",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 30003
+}

pytorch_model.bin

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special_tokens_map.json

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+{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": "<mask>"}

test_results.json

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+{
+    "test_loss": 0.09433817863464355,
+    "test_precision": 0.9727695306642675,
+    "test_recall": 0.9727695306642675,
+    "test_macro_f1": 0.9103428865750461,
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+    "test_accuracy": 0.9727695306642675,
+    "test_ADJ_f1": 0.8951762523191095,
+    "test_ADJ_precision": 0.8985102420856611,
+    "test_ADJ_recall": 0.8918669131238447,
+    "test_ADP_f1": 0.9671580036203775,
+    "test_ADP_precision": 0.9749739311783108,
+    "test_ADP_recall": 0.9594663930220626,
+    "test_ADV_f1": 0.9267624914442164,
+    "test_ADV_precision": 0.9206708975521306,
+    "test_ADV_recall": 0.9329352319706018,
+    "test_AUX_f1": 0.9430004559963521,
+    "test_AUX_precision": 0.9306930693069307,
+    "test_AUX_recall": 0.955637707948244,
+    "test_CONJ_f1": 0.9970123772940673,
+    "test_CONJ_precision": 0.9982905982905983,
+    "test_CONJ_recall": 0.9957374254049446,
+    "test_DET_f1": 0.9765440068861632,
+    "test_DET_precision": 0.9709028669234061,
+    "test_DET_recall": 0.9822510822510823,
+    "test_INTJ_f1": 0.958139534883721,
+    "test_INTJ_precision": 0.9519408502772643,
+    "test_INTJ_recall": 0.9644194756554307,
+    "test_NOUN_f1": 0.9731118342181881,
+    "test_NOUN_precision": 0.9783057851239669,
+    "test_NOUN_recall": 0.9679727427597956,
+    "test_NUM_f1": 0.9908015768725361,
+    "test_NUM_precision": 0.9947229551451188,
+    "test_NUM_recall": 0.9869109947643979,
+    "test_PART_f1": 0.9842141386410432,
+    "test_PART_precision": 0.9795081967213115,
+    "test_PART_recall": 0.9889655172413793,
+    "test_PRON_f1": 0.984004625168626,
+    "test_PRON_precision": 0.9823008849557522,
+    "test_PRON_recall": 0.9857142857142858,
+    "test_PROPN_f1": 0.9891225525743292,
+    "test_PROPN_precision": 0.9869753979739508,
+    "test_PROPN_recall": 0.9912790697674418,
+    "test_PUNCT_f1": 1.0,
+    "test_PUNCT_precision": 1.0,
+    "test_PUNCT_recall": 1.0,
+    "test_SCONJ_f1": 0.9125364431486881,
+    "test_SCONJ_precision": 0.9214916584887144,
+    "test_SCONJ_recall": 0.9037536092396535,
+    "test_UNK_f1": 0.998003992015968,
+    "test_UNK_precision": 0.9960159362549801,
+    "test_UNK_recall": 1.0,
+    "test_VERB_f1": 0.9802407866923997,
+    "test_VERB_precision": 0.9835853928439691,
+    "test_VERB_recall": 0.9769188496061549,
+    "test_X_f1": 0.0,
+    "test_X_precision": 0.0,
+    "test_X_recall": 0.0,
+    "test_runtime": 7.575,
+    "test_samples_per_second": 567.395,
+    "test_steps_per_second": 35.512
+}

tokenizer_config.json

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+{"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "special_tokens_map_file": "models/twerto-base-cased/special_tokens_map.json", "name_or_path": "pysentimiento/robertuito-base-cased", "tokenizer_class": "PreTrainedTokenizerFast"}

training_args.bin

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