End of training

README.md

@@ -18,13 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [sagorsarker/bangla-bert-base](https://huggingface.co/sagorsarker/bangla-bert-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3641
-- F1: 0.8505
-- Roc Auc: 0.8470
-- Accuracy: 0.5578
-- Hamming Loss: 0.1530
-- Jaccard Score: 0.7399
-- Zero One Loss: 0.4422
+- Loss: 0.3627
+- F1: 0.8553
+- Roc Auc: 0.8521
+- Accuracy: 0.5707
+- Hamming Loss: 0.1478
+- Jaccard Score: 0.7473
+- Zero One Loss: 0.4293
 
 ## Model description
 
@@ -44,8 +44,8 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 2e-05
-- train_batch_size: 16
-- eval_batch_size: 16
+- train_batch_size: 8
+- eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
@@ -55,11 +55,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | F1     | Roc Auc | Accuracy | Hamming Loss | Jaccard Score | Zero One Loss |
 |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|:------------:|:-------------:|:-------------:|
-| 0.3991        | 1.0   | 73   | 0.4026          | 0.8245 | 0.8193  | 0.4884   | 0.1806       | 0.7014        | 0.5116        |
-| 0.3621        | 2.0   | 146  | 0.3670          | 0.8479 | 0.8464  | 0.5578   | 0.1536       | 0.7359        | 0.4422        |
-| 0.2817        | 3.0   | 219  | 0.3620          | 0.8502 | 0.8463  | 0.5604   | 0.1536       | 0.7394        | 0.4396        |
-| 0.2081        | 4.0   | 292  | 0.3630          | 0.8532 | 0.8496  | 0.5630   | 0.1504       | 0.7440        | 0.4370        |
-| 0.1962        | 5.0   | 365  | 0.3641          | 0.8505 | 0.8470  | 0.5578   | 0.1530       | 0.7399        | 0.4422        |
+| 0.3717        | 1.0   | 146  | 0.3740          | 0.8447 | 0.8438  | 0.5398   | 0.1562       | 0.7312        | 0.4602        |
+| 0.3812        | 2.0   | 292  | 0.3627          | 0.8373 | 0.8420  | 0.5476   | 0.1581       | 0.7201        | 0.4524        |
+| 0.2373        | 3.0   | 438  | 0.3830          | 0.8450 | 0.8386  | 0.5476   | 0.1613       | 0.7316        | 0.4524        |
+| 0.1688        | 4.0   | 584  | 0.3610          | 0.8555 | 0.8534  | 0.5758   | 0.1465       | 0.7475        | 0.4242        |
+| 0.153         | 5.0   | 730  | 0.3627          | 0.8553 | 0.8521  | 0.5707   | 0.1478       | 0.7473        | 0.4293        |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:39590c08dec15e1998d1e689e4d5d450c4241a3f6900d1a2dd6fc0457826d695
+oid sha256:9abf0c5360cdb1b26f03cf5bbe673ac8b218c158efe9e339258dbe3687c18d37
 size 657622024