End of training

README.md

@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [yiyanghkust/finbert-tone-chinese](https://huggingface.co/yiyanghkust/finbert-tone-chinese) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.9228
-- Accuracy: 0.6284
-- Matthews Correlation: 0.3977
+- Loss: 1.2524
+- Accuracy: 0.6399
+- Matthews Correlation: 0.4352
 
 ## Model description
 
@@ -46,17 +46,22 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
 - lr_scheduler_type: linear
-- num_epochs: 5
+- num_epochs: 10
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | Matthews Correlation |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------------------:|
-| 1.0027        | 1.0   | 1396 | 0.9558          | 0.6170   | 0.3300               |
-| 0.8531        | 2.0   | 2792 | 0.9321          | 0.6133   | 0.3579               |
-| 0.6974        | 3.0   | 4188 | 0.9228          | 0.6284   | 0.3977               |
-| 0.567         | 4.0   | 5584 | 0.9618          | 0.6248   | 0.3968               |
-| 0.503         | 5.0   | 6980 | 1.0401          | 0.6147   | 0.3890               |
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy | Matthews Correlation |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|:--------------------:|
+| 1.0134        | 1.0   | 9044  | 1.0035          | 0.5918   | 0.3035               |
+| 0.8984        | 2.0   | 18088 | 0.9505          | 0.6123   | 0.3471               |
+| 0.77          | 3.0   | 27132 | 0.9348          | 0.6265   | 0.3735               |
+| 0.6549        | 4.0   | 36176 | 0.9536          | 0.6281   | 0.3976               |
+| 0.5588        | 5.0   | 45220 | 1.0170          | 0.6374   | 0.4332               |
+| 0.472         | 6.0   | 54264 | 1.0852          | 0.6260   | 0.4124               |
+| 0.412         | 7.0   | 63308 | 1.1077          | 0.6342   | 0.4284               |
+| 0.3624        | 8.0   | 72352 | 1.2524          | 0.6399   | 0.4352               |
+| 0.3182        | 9.0   | 81396 | 1.3556          | 0.6287   | 0.4215               |
+| 0.3092        | 10.0  | 90440 | 1.4456          | 0.6264   | 0.4177               |
 
 
 ### Framework versions

config.json

@@ -10,7 +10,7 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "\u559c\u60a6",
+    "0": "\u559c\u60a6?",
     "1": "\u7070\u5e38\u751f\u6c14\uff01",
     "2": "\u611f\u5230\u5f88\u8ba8\u538c",
     "3": "\u60c5\u7eea\u4f4e\u843d"
@@ -18,7 +18,7 @@
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "\u559c\u60a6": 0,
+    "\u559c\u60a6?": 0,
     "\u60c5\u7eea\u4f4e\u843d": 3,
     "\u611f\u5230\u5f88\u8ba8\u538c": 2,
     "\u7070\u5e38\u751f\u6c14\uff01": 1

model.safetensors

@@ -1,3 +1,3 @@
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 size 409106392

tokenizer.json

@@ -1,7 +1,21 @@
 {
   "version": "1.0",
-  "truncation": null,
-  "padding": null,
+  "truncation": {
+    "direction": "Right",
+    "max_length": 30,
+    "strategy": "LongestFirst",
+    "stride": 0
+  },
+  "padding": {
+    "strategy": {
+      "Fixed": 30
+    },
+    "direction": "Right",
+    "pad_to_multiple_of": null,
+    "pad_id": 0,
+    "pad_type_id": 0,
+    "pad_token": "[PAD]"
+  },
   "added_tokens": [
     {
       "id": 0,

training_args.bin

@@ -1,3 +1,3 @@
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+oid sha256:d45d6d4cfd48cf2a20ab852633f439ede3c15497d52daaf28a6aa646b6f2ddb6
 size 5368