Model save

README.md

@@ -1,7 +1,7 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: google-bert/bert-base-uncased
+base_model: distilbert/distilbert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
@@ -16,10 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # EMOTION-AI
 
-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.
+This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.4188
-- Accuracy: 0.5669
+- Loss: 1.4780
+- Accuracy: 0.5616
 
 ## Model description
 
@@ -38,27 +38,29 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 0.0002
+- learning_rate: 2e-05
 - train_batch_size: 32
 - eval_batch_size: 32
 - seed: 42
 - gradient_accumulation_steps: 4
 - total_train_batch_size: 128
-- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 2
+- num_epochs: 4
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss | Accuracy |
 |:-------------:|:------:|:----:|:---------------:|:--------:|
-| No log        | 1.0    | 272  | 1.4966          | 0.5462   |
-| 6.0068        | 1.9945 | 542  | 1.4188          | 0.5669   |
+| No log        | 0.9982 | 271  | 1.5711          | 0.5464   |
+| 1.5442        | 2.0    | 543  | 1.4952          | 0.5638   |
+| 1.5442        | 2.9982 | 814  | 1.4755          | 0.5657   |
+| 1.3192        | 3.9926 | 1084 | 1.4780          | 0.5616   |
 
 
 ### Framework versions
 
-- Transformers 4.48.0.dev0
+- Transformers 4.44.2
 - Pytorch 2.4.1+cu121
 - Datasets 3.2.0
-- Tokenizers 0.21.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:93ce520b624564ab8bb11c43a76ed961ea1a15f912b5c1cdaec062efb33113b6
+oid sha256:f95cf7ffc9968c7411c098786a4f699c38b1b33ad54acd30a5d83fc85148a428
 size 267912544