sss-ner-dp-1 (#3)

- sss-ner-dp-1 (eda575780e5735f82e776c2a32b553aa0dd957e1)


Co-authored-by: Thomas Pedersen <ThomNP@users.noreply.huggingface.co>

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+model_weights.json filter=lfs diff=lfs merge=lfs -text

config.json

@@ -0,0 +1,66 @@
+{
+  "_name_or_path": "/srv/alvenir/modelling/mlm/models/SAS/best_model",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-PERSON",
+    "2": "I-PERSON",
+    "3": "B-LOKATION",
+    "4": "I-LOKATION",
+    "5": "B-ADRESSE",
+    "6": "I-ADRESSE",
+    "7": "B-HELBRED",
+    "8": "I-HELBRED",
+    "9": "B-ORGANISATION",
+    "10": "I-ORGANISATION",
+    "11": "B-KOMMUNE",
+    "12": "I-KOMMUNE",
+    "13": "B-TELEFONNUMMER",
+    "14": "I-TELEFONNUMMER"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-ADRESSE": 5,
+    "B-HELBRED": 7,
+    "B-KOMMUNE": 11,
+    "B-LOKATION": 3,
+    "B-ORGANISATION": 9,
+    "B-PERSON": 1,
+    "B-TELEFONNUMMER": 13,
+    "I-ADRESSE": 6,
+    "I-HELBRED": 8,
+    "I-KOMMUNE": 12,
+    "I-LOKATION": 4,
+    "I-ORGANISATION": 10,
+    "I-PERSON": 2,
+    "I-TELEFONNUMMER": 14,
+    "O": 0
+  },
+  "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",
+  "torch_dtype": "float32",
+  "transformers_version": "4.19.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 119547
+}

eval_scores.jsonl

@@ -0,0 +1 @@
+{"epoch": 13, "step": 40000, "loss": 0.1288171410717926, "accuracy": 0.9710784923497947, "f_1": 0.6568184738460724, "f_1_none": [{"O": 0.9864759339527619}, {"B-PERSON": 0.9363662539591132}, {"I-PERSON": 0.9103291713961407}, {"B-LOKATION": 0.6023391812865497}, {"I-LOKATION": 0.06451612903225806}, {"B-ADRESSE": 0.83}, {"I-ADRESSE": 0.867605633802817}, {"B-HELBRED": 0.3660714285714286}, {"I-HELBRED": 0.0}, {"B-ORGANISATION": 0.5065666041275798}, {"I-ORGANISATION": 0.615916955017301}, {"B-KOMMUNE": 0.837037037037037}, {"I-KOMMUNE": 0.8984375}, {"B-TELEFONNUMMER": 0.4910179640718563}, {"I-TELEFONNUMMER": 0.9395973154362416}]}

model_weights.json

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pytorch_model.bin

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special_tokens_map.json

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

tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "name_or_path": "/srv/alvenir/modelling/mlm/models/SAS/best_model", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "BertTokenizer"}

training_args.bin

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