End of training

README.md

@@ -1,7 +1,7 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: google-bert/bert-base-multilingual-cased
+base_model: Geotrend/bert-base-th-cased
 tags:
 - generated_from_trainer
 metrics:
@@ -10,22 +10,22 @@ metrics:
 - precision
 - recall
 model-index:
-- name: bert-base-multilingual-cased-intent-booking
+- name: bert-base-th-cased-intent-booking
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# bert-base-multilingual-cased-intent-booking
+# bert-base-th-cased-intent-booking
 
-This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
+This model is a fine-tuned version of [Geotrend/bert-base-th-cased](https://huggingface.co/Geotrend/bert-base-th-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.4853
-- Accuracy: 0.6306
-- F1: 0.5865
-- Precision: 0.7935
-- Recall: 0.6306
+- Loss: 0.3126
+- Accuracy: 0.9144
+- F1: 0.9133
+- Precision: 0.9257
+- Recall: 0.9144
 
 ## Model description
 
@@ -57,9 +57,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| 2.1881        | 1.0   | 65   | 1.4477          | 0.6937   | 0.6596 | 0.8102    | 0.6937 |
-| 0.7415        | 2.0   | 130  | 0.3115          | 0.9144   | 0.9140 | 0.9178    | 0.9144 |
-| 0.2674        | 3.0   | 195  | 0.2847          | 0.9324   | 0.9319 | 0.9393    | 0.9324 |
+| 1.9427        | 1.0   | 65   | 0.7129          | 0.8964   | 0.8947 | 0.9055    | 0.8964 |
+| 0.5012        | 2.0   | 130  | 0.2128          | 0.9505   | 0.9501 | 0.9552    | 0.9505 |
+| 0.2135        | 3.0   | 195  | 0.4644          | 0.8829   | 0.8812 | 0.9208    | 0.8829 |
+| 0.1301        | 4.0   | 260  | 0.1812          | 0.9459   | 0.9463 | 0.9543    | 0.9459 |
+| 0.0785        | 5.0   | 325  | 0.2287          | 0.9459   | 0.9462 | 0.9517    | 0.9459 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd9aab0c66e22ffae9de12451a9f306f85393db315cbb487d330eff398b52711
+oid sha256:1fd7c8907af381ad37b7bce93b28c044ed8f9e11d7e99aa6e8c3785b53f270bf
 size 370350032