Model save

README.md

@@ -2,8 +2,6 @@
 base_model: aubmindlab/bert-large-arabertv02-twitter
 tags:
 - generated_from_trainer
-metrics:
-- accuracy
 model-index:
 - name: arabert-sentiment-classification
   results: []
@@ -15,10 +13,6 @@ should probably proofread and complete it, then remove this comment. -->
 # arabert-sentiment-classification
 
 This model is a fine-tuned version of [aubmindlab/bert-large-arabertv02-twitter](https://huggingface.co/aubmindlab/bert-large-arabertv02-twitter) on an unknown dataset.
-It achieves the following results on the evaluation set:
-- Loss: 0.5406
-- Macro F1: 0.6704
-- Accuracy: 0.7990
 
 ## Model description
 
@@ -47,14 +41,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 2
 
-### Training results
-
-| Training Loss | Epoch | Step | Validation Loss | Macro F1 | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|
-| No log        | 1.0   | 497  | 0.5438          | 0.6447   | 0.7997   |
-| 0.6091        | 2.0   | 994  | 0.5406          | 0.6704   | 0.7990   |
-
-
 ### Framework versions
 
 - Transformers 4.33.3

config.json

@@ -10,18 +10,18 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 1024,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3"
+    "0": "Positive",
+    "1": "Negative",
+    "2": "Neutral",
+    "3": "Mixed"
   },
   "initializer_range": 0.02,
   "intermediate_size": 4096,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_2": 2,
-    "LABEL_3": 3
+    "Mixed": 3,
+    "Negative": 1,
+    "Neutral": 2,
+    "Positive": 0
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -30,7 +30,6 @@
   "num_hidden_layers": 24,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
-  "problem_type": "single_label_classification",
   "torch_dtype": "float32",
   "transformers_version": "4.33.3",
   "type_vocab_size": 2,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:374d1413b0dda79435bcf2f77930aa3ca8f93a465b46458d6fdd8935a733c466
+oid sha256:d4cab89a3e33b78f1f53626ef0d964f55d9b85a3da1629ec010c241188de48a2
 size 1477844273

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,21 @@
+{
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "model_max_length": 512,
+  "never_split": [
+    "[بريد]",
+    "[مستخدم]",
+    "[رابط]"
+  ],
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]",
+  "use_fast": true
+}