End of training

README.md

@@ -1,5 +1,5 @@
 ---
-base_model: ndiy/ASAP_SENT
+base_model: techthiyanes/chinese_sentiment
 tags:
 - generated_from_trainer
 metrics:
@@ -14,10 +14,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # ASAP_SENT
 
-This model is a fine-tuned version of [ndiy/ASAP_SENT](https://huggingface.co/ndiy/ASAP_SENT) on an unknown dataset.
+This model is a fine-tuned version of [techthiyanes/chinese_sentiment](https://huggingface.co/techthiyanes/chinese_sentiment) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.0438
-- Accuracy: 0.5719
+- Loss: 1.5341
+- Accuracy: 0.4826
 
 ## Model description
 
@@ -42,14 +42,17 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 2
+- num_epochs: 5
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.6583        | 1.0   | 1152 | 1.0608          | 0.5737   |
-| 0.7537        | 2.0   | 2304 | 1.0438          | 0.5719   |
+| 0.9308        | 1.0   | 1152 | 0.9855          | 0.3233   |
+| 0.8102        | 2.0   | 2304 | 1.0159          | 0.3836   |
+| 0.8724        | 3.0   | 3456 | 1.1756          | 0.4202   |
+| 0.3904        | 4.0   | 4608 | 1.4129          | 0.4773   |
+| 0.5297        | 5.0   | 5760 | 1.5341          | 0.4826   |
 
 
 ### Framework versions

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "ndiy/ASAP_SENT",
+  "_name_or_path": "techthiyanes/chinese_sentiment",
   "architectures": [
     "BertForSequenceClassification"
   ],
@@ -32,7 +32,6 @@
   "num_hidden_layers": 12,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
-  "problem_type": "single_label_classification",
   "torch_dtype": "float32",
   "transformers_version": "4.39.3",
   "type_vocab_size": 2,

model.safetensors

@@ -1,3 +1,3 @@
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 size 409109468

runs/May10_12-25-30_3d76df9130a5/events.out.tfevents.1715343950.3d76df9130a5.24.0

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+size 128288

special_tokens_map.json

@@ -1,37 +1,7 @@
 {
-  "cls_token": {
-    "content": "[CLS]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "mask_token": {
-    "content": "[MASK]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "[PAD]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "sep_token": {
-    "content": "[SEP]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "unk_token": {
-    "content": "[UNK]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
 }

tokenizer_config.json

@@ -46,19 +46,12 @@
   "do_basic_tokenize": true,
   "do_lower_case": true,
   "mask_token": "[MASK]",
-  "max_length": 200,
   "model_max_length": 1000000000000000019884624838656,
   "never_split": null,
-  "pad_to_multiple_of": null,
   "pad_token": "[PAD]",
-  "pad_token_type_id": 0,
-  "padding_side": "right",
   "sep_token": "[SEP]",
-  "stride": 0,
   "strip_accents": null,
   "tokenize_chinese_chars": true,
   "tokenizer_class": "BertTokenizer",
-  "truncation_side": "right",
-  "truncation_strategy": "longest_first",
   "unk_token": "[UNK]"
 }

training_args.bin

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