done

README.md

@@ -1,6 +1,6 @@
 ---
 license: apache-2.0
-base_model: odunola/bert-based_uncased-finetuned-binary_hate_speech
+base_model: distilbert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
@@ -18,13 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert-based_uncased-finetuned-binary_hate_speech
 
-This model is a fine-tuned version of [odunola/bert-based_uncased-finetuned-binary_hate_speech](https://huggingface.co/odunola/bert-based_uncased-finetuned-binary_hate_speech) on an unknown dataset.
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.8676
-- Accuracy: 0.8246
-- F1: 0.8326
-- Precision: 0.7961
-- Recall: 0.8727
+- Loss: 0.4500
+- Accuracy: 0.8179
+- F1: 0.8255
+- Precision: 0.7924
+- Recall: 0.8614
 
 ## Model description
 
@@ -43,7 +43,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 2e-05
+- learning_rate: 1e-05
 - train_batch_size: 16
 - eval_batch_size: 16
 - seed: 42
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| 0.259         | 1.0   | 1941 | 0.5296          | 0.8213   | 0.8269 | 0.8014    | 0.8542 |
-| 0.1841        | 2.0   | 3882 | 0.6760          | 0.8303   | 0.8402 | 0.7938    | 0.8923 |
-| 0.1218        | 3.0   | 5823 | 0.8676          | 0.8246   | 0.8326 | 0.7961    | 0.8727 |
+| 0.4844        | 1.0   | 1941 | 0.4541          | 0.8002   | 0.8043 | 0.7877    | 0.8217 |
+| 0.3952        | 2.0   | 3882 | 0.4360          | 0.8138   | 0.8184 | 0.7985    | 0.8393 |
+| 0.3438        | 3.0   | 5823 | 0.4500          | 0.8179   | 0.8255 | 0.7924    | 0.8614 |
 
 
 ### Framework versions

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:59803511f277d36eb38ce605532a9c0cd306dcb9b6d0e8ff1aa30053da552b9e
 size 267855533