End of training

README.md

@@ -1,25 +1,25 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: google/bigbird-roberta-base
+base_model: sentence-transformers/all-mpnet-base-v2
 tags:
 - generated_from_trainer
 metrics:
 - accuracy
 model-index:
-- name: FNetHateSpeechClassification
+- name: MPNetHateSpeechClassification
   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. -->
 
-# FNetHateSpeechClassification
+# MPNetHateSpeechClassification
 
-This model is a fine-tuned version of [google/bigbird-roberta-base](https://huggingface.co/google/bigbird-roberta-base) on the None dataset.
+This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6932
-- Accuracy: 0.4802
+- Loss: 0.5997
+- Accuracy: 0.8209
 
 ## Model description
 
@@ -48,17 +48,12 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
-|:-------------:|:-----:|:-----:|:---------------:|:--------:|
-| 0.6965        | 1.0   | 1137  | 0.6932          | 0.4802   |
-| 0.6943        | 2.0   | 2274  | 0.6927          | 0.5198   |
-| 0.6949        | 3.0   | 3411  | 0.6949          | 0.4802   |
-| 0.6941        | 4.0   | 4548  | 0.6936          | 0.4802   |
-| 0.6939        | 5.0   | 5685  | 0.6926          | 0.5198   |
-| 0.6937        | 6.0   | 6822  | 0.6926          | 0.5198   |
-| 0.6937        | 7.0   | 7959  | 0.6935          | 0.4802   |
-| 0.694         | 8.0   | 9096  | 0.6936          | 0.4802   |
-| 0.6934        | 9.0   | 10233 | 0.6932          | 0.4802   |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.4898        | 1.0   | 1137 | 0.4641          | 0.7901   |
+| 0.3714        | 2.0   | 2274 | 0.4775          | 0.8220   |
+| 0.3115        | 3.0   | 3411 | 0.5572          | 0.8308   |
+| 0.2401        | 4.0   | 4548 | 0.5997          | 0.8209   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c45ac86ed36ce2327349fa962551dae9f2840dd7f0567f1e09963acd6d375cf0
+oid sha256:d4dd44a5afce20203578eeb07ea750ba9cca02b0fcf1bca1432ff1ce37eab8f7
 size 437975200