Training in progress, epoch 1

README.md

@@ -1,7 +1,7 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: google-bert/bert-base-multilingual-cased
+base_model: google-bert/bert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
@@ -10,22 +10,22 @@ metrics:
 - precision
 - recall
 model-index:
-- name: bert-base-multilingual-cased-intent-booking
+- name: bert-base-uncased-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-uncased-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 [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) 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: 2.2216
+- Accuracy: 0.1486
+- F1: 0.0844
+- Precision: 0.0756
+- Recall: 0.1486
 
 ## Model description
 
@@ -57,9 +57,10 @@ 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 |
+| 2.3322        | 1.0   | 65   | 2.2660          | 0.1667   | 0.0846 | 0.0751    | 0.1667 |
+| 2.3151        | 2.0   | 130  | 2.2051          | 0.1441   | 0.0723 | 0.0769    | 0.1441 |
+| 2.2482        | 3.0   | 195  | 2.1706          | 0.1937   | 0.1458 | 0.1897    | 0.1937 |
+| 2.2075        | 4.0   | 260  | 2.1673          | 0.1712   | 0.1140 | 0.1348    | 0.1712 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
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 size 711468072

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:1c3a5fa3c4a91f923c1057b39548fe59c4aa11af52a525fd4148e95b6be234a5
 size 5240