Training in progress, epoch 41

config.json

@@ -1,12 +1,11 @@
 {
-  "_name_or_path": "xlm-roberta-base",
+  "_name_or_path": "google/electra-base-discriminator",
   "architectures": [
-    "XLMRobertaForTokenClassification"
+    "ElectraForTokenClassification"
   ],
   "attention_probs_dropout_prob": 0.1,
-  "bos_token_id": 0,
   "classifier_dropout": null,
-  "eos_token_id": 2,
+  "embedding_size": 768,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
@@ -14,49 +13,52 @@
     "0": "O",
     "1": "B-CAMPAIGNER",
     "2": "I-CAMPAIGNER",
-    "3": "B-AGENT",
-    "4": "I-AGENT",
-    "5": "B-VICTIM",
-    "6": "I-VICTIM",
-    "7": "B-NEGATIVE_EFFECT",
-    "8": "I-NEGATIVE_EFFECT",
-    "9": "B-FACILITATOR",
-    "10": "I-FACILITATOR",
+    "3": "B-NEGATIVE_EFFECT",
+    "4": "I-NEGATIVE_EFFECT",
+    "5": "B-OBJECTIVE",
+    "6": "I-OBJECTIVE",
+    "7": "B-VICTIM",
+    "8": "I-VICTIM",
+    "9": "B-AGENT",
+    "10": "I-AGENT",
     "11": "B-X",
     "12": "I-X",
-    "13": "B-OBJECTIVE",
-    "14": "I-OBJECTIVE"
+    "13": "B-FACILITATOR",
+    "14": "I-FACILITATOR"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "B-AGENT": 3,
+    "B-AGENT": 9,
     "B-CAMPAIGNER": 1,
-    "B-FACILITATOR": 9,
-    "B-NEGATIVE_EFFECT": 7,
-    "B-OBJECTIVE": 13,
-    "B-VICTIM": 5,
+    "B-FACILITATOR": 13,
+    "B-NEGATIVE_EFFECT": 3,
+    "B-OBJECTIVE": 5,
+    "B-VICTIM": 7,
     "B-X": 11,
-    "I-AGENT": 4,
+    "I-AGENT": 10,
     "I-CAMPAIGNER": 2,
-    "I-FACILITATOR": 10,
-    "I-NEGATIVE_EFFECT": 8,
-    "I-OBJECTIVE": 14,
-    "I-VICTIM": 6,
+    "I-FACILITATOR": 14,
+    "I-NEGATIVE_EFFECT": 4,
+    "I-OBJECTIVE": 6,
+    "I-VICTIM": 8,
     "I-X": 12,
     "O": 0
   },
-  "layer_norm_eps": 1e-05,
-  "max_position_embeddings": 514,
-  "model_type": "xlm-roberta",
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "electra",
   "num_attention_heads": 12,
   "num_hidden_layers": 12,
-  "output_past": true,
-  "pad_token_id": 1,
+  "pad_token_id": 0,
   "position_embedding_type": "absolute",
+  "summary_activation": "gelu",
+  "summary_last_dropout": 0.1,
+  "summary_type": "first",
+  "summary_use_proj": true,
   "torch_dtype": "float32",
   "transformers_version": "4.41.1",
-  "type_vocab_size": 1,
+  "type_vocab_size": 2,
   "use_cache": true,
-  "vocab_size": 250002
+  "vocab_size": 30522
 }

model.safetensors

@@ -1,3 +1,3 @@
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runs/May29_17-44-30_219e479bd474/events.out.tfevents.1717004671.219e479bd474.447.1

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special_tokens_map.json

@@ -1,15 +1,7 @@
 {
-  "bos_token": "<s>",
-  "cls_token": "<s>",
-  "eos_token": "</s>",
-  "mask_token": {
-    "content": "<mask>",
-    "lstrip": true,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": "<pad>",
-  "sep_token": "</s>",
-  "unk_token": "<unk>"
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
 }

tokenizer.json

@@ -1,3 +1,3 @@
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+size 711494

tokenizer_config.json

@@ -1,54 +1,55 @@
 {
   "added_tokens_decoder": {
     "0": {
-      "content": "<s>",
+      "content": "[PAD]",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
     },
-    "1": {
-      "content": "<pad>",
+    "100": {
+      "content": "[UNK]",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
     },
-    "2": {
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       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
     },
-    "3": {
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       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
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-    "250001": {
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+      "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
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-  "bos_token": "<s>",
   "clean_up_tokenization_spaces": true,
-  "cls_token": "<s>",
-  "eos_token": "</s>",
-  "mask_token": "<mask>",
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
   "model_max_length": 512,
-  "pad_token": "<pad>",
-  "sep_token": "</s>",
-  "tokenizer_class": "XLMRobertaTokenizer",
-  "unk_token": "<unk>"
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "ElectraTokenizer",
+  "unk_token": "[UNK]"
 }

training_args.bin

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