End of training

README.md

@@ -3,7 +3,7 @@ license: apache-2.0
 library_name: peft
 tags:
 - generated_from_trainer
-base_model: google-bert/bert-base-uncased
+base_model: bert-base-uncased
 metrics:
 - accuracy
 - f1
@@ -19,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert-finetuned-spam
 
-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 [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: nan
-- Accuracy: 0.4740
-- F1: 0.0
-- Precision: 0.0
-- Recall: 0.0
+- Loss: 0.1469
+- Accuracy: 0.9455
+- F1: 0.9466
+- Precision: 0.9782
+- Recall: 0.9168
 
 ## Model description
 
@@ -44,20 +44,21 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 2.984949946835231e-05
+- learning_rate: 6.432402847051035e-05
 - train_batch_size: 64
-- eval_batch_size: 8
-- seed: 16
+- eval_batch_size: 64
+- seed: 34
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 256
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 2
+- num_epochs: 1
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1  | Precision | Recall |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|:---------:|:------:|
-| 0.0           | 1.0   | 1044 | nan             | 0.4740   | 0.0 | 0.0       | 0.0    |
-| 0.0           | 2.0   | 2088 | nan             | 0.4740   | 0.0 | 0.0       | 0.0    |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
+| No log        | 1.0   | 261  | 0.1469          | 0.9455   | 0.9466 | 0.9782    | 0.9168 |
 
 
 ### Framework versions

runs/May08_02-03-26_12393a500f3c/events.out.tfevents.1715137298.12393a500f3c.651.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f44a66494114cf54a5b25ddfe7cda2f855627e67c8662cb824ac0933f27f705e
+size 560