End of training

.gitignore

@@ -0,0 +1 @@
+checkpoint-*/

GOAT

@@ -0,0 +1 @@
+Subproject commit ad2405a8a4d57122bc11f88bcf129f7db4105d1e

config.json

@@ -0,0 +1,76 @@
+{
+  "_name_or_path": "../HiNER/cfilt_original/cfilt_original-muril-base-cased_ner_16_0.0001_10_1/",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "embedding_size": 768,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-FESTIVAL",
+    "1": "B-GAME",
+    "2": "B-LANGUAGE",
+    "3": "B-LITERATURE",
+    "4": "B-LOCATION",
+    "5": "B-MISC",
+    "6": "B-NUMEX",
+    "7": "B-ORGANIZATION",
+    "8": "B-PERSON",
+    "9": "B-RELIGION",
+    "10": "B-TIMEX",
+    "11": "I-FESTIVAL",
+    "12": "I-GAME",
+    "13": "I-LANGUAGE",
+    "14": "I-LITERATURE",
+    "15": "I-LOCATION",
+    "16": "I-MISC",
+    "17": "I-NUMEX",
+    "18": "I-ORGANIZATION",
+    "19": "I-PERSON",
+    "20": "I-RELIGION",
+    "21": "I-TIMEX",
+    "22": "O"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-FESTIVAL": 0,
+    "B-GAME": 1,
+    "B-LANGUAGE": 2,
+    "B-LITERATURE": 3,
+    "B-LOCATION": 4,
+    "B-MISC": 5,
+    "B-NUMEX": 6,
+    "B-ORGANIZATION": 7,
+    "B-PERSON": 8,
+    "B-RELIGION": 9,
+    "B-TIMEX": 10,
+    "I-FESTIVAL": 11,
+    "I-GAME": 12,
+    "I-LANGUAGE": 13,
+    "I-LITERATURE": 14,
+    "I-LOCATION": 15,
+    "I-MISC": 16,
+    "I-NUMEX": 17,
+    "I-ORGANIZATION": 18,
+    "I-PERSON": 19,
+    "I-RELIGION": 20,
+    "I-TIMEX": 21,
+    "O": 22
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.14.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 197285
+}

dev_results.txt

@@ -0,0 +1,7 @@
+test_loss = 0.10530181974172592
+test_precision = 0.8893083330733472
+test_recall = 0.8804905170816087
+test_f1 = 0.884877458208515
+test_runtime = 126.3661
+test_samples_per_second = 86.376
+test_steps_per_second = 10.802

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:087be24cd1c2da2889b7d185b64351760ecb3a051ee8d2a6537d53548a0bad91
+size 948016689

runs/May01_03-19-14_cccxc531/events.out.tfevents.1651390377.cccxc531.1595591.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:351d97c9096ccf3def98c584438ef1e77f3eb9d3c263808cc943b9d4f0dc7ae6
+size 389

test_results.txt

@@ -0,0 +1,7 @@
+test_loss = 0.10449089109897614
+test_precision = 0.8874067587220668
+test_recall = 0.8801259383336435
+test_f1 = 0.8837513529507954
+test_runtime = 252.366
+test_samples_per_second = 86.501
+test_steps_per_second = 10.814

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a96f1e6331922276624faf193fe18c5f533f12ef36979181cb331bdcae589041
+size 3055