TransferGraph
/

DoyyingFace_bert-asian-hate-tweets-asian-unclean-freeze-4-finetuned-lora-tweet_eval_irony

Text Classification

Model card Files Files and versions Community

hilco commited on Feb 29

Commit

10258ba

•

1 Parent(s): a72ae3c

Finished training.

Files changed (2) hide show

README.md +10 -10
adapter_model.safetensors +1 -1

README.md CHANGED Viewed

@@ -22,7 +22,7 @@ model-index:
       args: irony
     metrics:
     - type: accuracy
-      value: 0.6387434554973822
       name: accuracy
 ---
@@ -33,7 +33,7 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [DoyyingFace/bert-asian-hate-tweets-asian-unclean-freeze-4](https://huggingface.co/DoyyingFace/bert-asian-hate-tweets-asian-unclean-freeze-4) on the tweet_eval dataset.
 It achieves the following results on the evaluation set:
-- accuracy: 0.6387
 ## Model description
@@ -65,14 +65,14 @@ The following hyperparameters were used during training:
 | accuracy | train_loss | epoch |
 |:--------:|:----------:|:-----:|
 | 0.5225   | None       | 0     |
-| 0.5267   | 0.7602     | 0     |
-| 0.5895   | 0.6814     | 1     |
-| 0.5969   | 0.6561     | 2     |
-| 0.6052   | 0.6435     | 3     |
-| 0.6188   | 0.6212     | 4     |
-| 0.6230   | 0.6071     | 5     |
-| 0.6209   | 0.5986     | 6     |
-| 0.6387   | 0.5889     | 7     |
 ### Framework versions

       args: irony
     metrics:
     - type: accuracy
+      value: 0.6596858638743456
       name: accuracy
 ---
 This model is a fine-tuned version of [DoyyingFace/bert-asian-hate-tweets-asian-unclean-freeze-4](https://huggingface.co/DoyyingFace/bert-asian-hate-tweets-asian-unclean-freeze-4) on the tweet_eval dataset.
 It achieves the following results on the evaluation set:
+- accuracy: 0.6597
 ## Model description
 | accuracy | train_loss | epoch |
 |:--------:|:----------:|:-----:|
 | 0.5225   | None       | 0     |
+| 0.5257   | 0.7630     | 0     |
+| 0.5874   | 0.6791     | 1     |
+| 0.6168   | 0.6517     | 2     |
+| 0.6325   | 0.6338     | 3     |
+| 0.6314   | 0.6022     | 4     |
+| 0.6325   | 0.5884     | 5     |
+| 0.6513   | 0.5749     | 6     |
+| 0.6597   | 0.5636     | 7     |
 ### Framework versions

adapter_model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b6de4b842e1236c452b914e071dfaaa3ddeff0ab51816d2fe140f4c26c9702ae
 size 160400

 version https://git-lfs.github.com/spec/v1
+oid sha256:fd45049fb87ad795232d4e8d1ce263cab006af3f466d7fd99adda02fabfdad53
 size 160400