Initial commit

config.json

@@ -0,0 +1,70 @@
+{
+  "_name_or_path": "pysentimiento/robertuito-base-uncased",
+  "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": "O",
+    "1": "B-EVENT",
+    "2": "I-EVENT",
+    "3": "B-GROUP",
+    "4": "I-GROUP",
+    "5": "B-LOC",
+    "6": "I-LOC",
+    "7": "B-ORG",
+    "8": "I-ORG",
+    "9": "B-OTHER",
+    "10": "I-OTHER",
+    "11": "B-PER",
+    "12": "I-PER",
+    "13": "B-PROD",
+    "14": "I-PROD",
+    "15": "B-TIME",
+    "16": "I-TIME",
+    "17": "B-TITLE",
+    "18": "I-TITLE"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-EVENT": 1,
+    "B-GROUP": 3,
+    "B-LOC": 5,
+    "B-ORG": 7,
+    "B-OTHER": 9,
+    "B-PER": 11,
+    "B-PROD": 13,
+    "B-TIME": 15,
+    "B-TITLE": 17,
+    "I-EVENT": 2,
+    "I-GROUP": 4,
+    "I-LOC": 6,
+    "I-ORG": 8,
+    "I-OTHER": 10,
+    "I-PER": 12,
+    "I-PROD": 14,
+    "I-TIME": 16,
+    "I-TITLE": 18,
+    "O": 0
+  },
+  "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": 30002
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
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+size 432932657

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": 0.07815752178430557,
+    "test_precision": 0.6620947630922693,
+    "test_recall": 0.6764331210191082,
+    "test_macro_f1": 0.5127434670879479,
+    "test_micro_f1": 0.669187145557656,
+    "test_accuracy": 0.9862053222019306,
+    "test_EVENT_f1": 0.35714285714285715,
+    "test_EVENT_precision": 0.39473684210526316,
+    "test_EVENT_recall": 0.32608695652173914,
+    "test_GROUP_f1": 0.5677966101694916,
+    "test_GROUP_precision": 0.5677966101694916,
+    "test_GROUP_recall": 0.5677966101694916,
+    "test_LOC_f1": 0.730188679245283,
+    "test_LOC_precision": 0.7049180327868853,
+    "test_LOC_recall": 0.7573385518590998,
+    "test_ORG_f1": 0.41638225255972694,
+    "test_ORG_precision": 0.43884892086330934,
+    "test_ORG_recall": 0.3961038961038961,
+    "test_OTHER_f1": 0.3035714285714286,
+    "test_OTHER_precision": 0.3617021276595745,
+    "test_OTHER_recall": 0.26153846153846155,
+    "test_PER_f1": 0.8129164531009737,
+    "test_PER_precision": 0.7843719090009891,
+    "test_PER_recall": 0.8436170212765958,
+    "test_PROD_f1": 0.5320388349514563,
+    "test_PROD_precision": 0.528957528957529,
+    "test_PROD_recall": 0.53515625,
+    "test_TIME_f1": 0.4166666666666667,
+    "test_TIME_precision": 0.47619047619047616,
+    "test_TIME_recall": 0.37037037037037035,
+    "test_TITLE_f1": 0.4779874213836478,
+    "test_TITLE_precision": 0.4720496894409938,
+    "test_TITLE_recall": 0.4840764331210191,
+    "test_runtime": 20.0879,
+    "test_samples_per_second": 502.043,
+    "test_steps_per_second": 31.412
+}

tokenizer_config.json

@@ -0,0 +1 @@
+{"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-uncased/special_tokens_map.json", "name_or_path": "pysentimiento/robertuito-base-uncased", "tokenizer_class": "PreTrainedTokenizerFast"}

training_args.bin

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