djsull/aha_class_v1

README.md

@@ -17,7 +17,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [klue/roberta-base](https://huggingface.co/klue/roberta-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0020
+- Loss: 0.0040
 - F1: 1.0
 - Roc Auc: 1.0
 - Accuracy: 1.0
@@ -45,27 +45,20 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 15
+- num_epochs: 8
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | F1  | Roc Auc | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---:|:-------:|:--------:|
-| No log        | 1.0   | 35   | 0.0594          | 1.0 | 1.0     | 1.0      |
-| No log        | 2.0   | 70   | 0.0186          | 1.0 | 1.0     | 1.0      |
-| No log        | 3.0   | 105  | 0.0108          | 1.0 | 1.0     | 1.0      |
-| No log        | 4.0   | 140  | 0.0075          | 1.0 | 1.0     | 1.0      |
-| No log        | 5.0   | 175  | 0.0057          | 1.0 | 1.0     | 1.0      |
-| No log        | 6.0   | 210  | 0.0044          | 1.0 | 1.0     | 1.0      |
-| No log        | 7.0   | 245  | 0.0036          | 1.0 | 1.0     | 1.0      |
-| No log        | 8.0   | 280  | 0.0031          | 1.0 | 1.0     | 1.0      |
-| No log        | 9.0   | 315  | 0.0027          | 1.0 | 1.0     | 1.0      |
-| No log        | 10.0  | 350  | 0.0025          | 1.0 | 1.0     | 1.0      |
-| No log        | 11.0  | 385  | 0.0023          | 1.0 | 1.0     | 1.0      |
-| No log        | 12.0  | 420  | 0.0021          | 1.0 | 1.0     | 1.0      |
-| No log        | 13.0  | 455  | 0.0020          | 1.0 | 1.0     | 1.0      |
-| No log        | 14.0  | 490  | 0.0020          | 1.0 | 1.0     | 1.0      |
-| 0.0393        | 15.0  | 525  | 0.0020          | 1.0 | 1.0     | 1.0      |
+| No log        | 1.0   | 35   | 0.0529          | 1.0 | 1.0     | 1.0      |
+| No log        | 2.0   | 70   | 0.0152          | 1.0 | 1.0     | 1.0      |
+| No log        | 3.0   | 105  | 0.0090          | 1.0 | 1.0     | 1.0      |
+| No log        | 4.0   | 140  | 0.0065          | 1.0 | 1.0     | 1.0      |
+| No log        | 5.0   | 175  | 0.0052          | 1.0 | 1.0     | 1.0      |
+| No log        | 6.0   | 210  | 0.0045          | 1.0 | 1.0     | 1.0      |
+| No log        | 7.0   | 245  | 0.0041          | 1.0 | 1.0     | 1.0      |
+| No log        | 8.0   | 280  | 0.0040          | 1.0 | 1.0     | 1.0      |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4d77bf4d10f05f806d2b179658705e51a0a5be9ee74b7ee1014617cfd17e8c82
+oid sha256:50ec09a3cee20bcd1564d30aee0209b21bf3cfb7a31cc9623b6a850d5a8cc2af
 size 442502744

runs/Oct01_06-52-39_129-146-79-76/events.out.tfevents.1727765559.129-146-79-76.1534557.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d16ad56d7ffca47afe0f78bf3850901f6515456fb165aecbbbed3ab9da64161d
+size 8762

runs/Oct01_06-52-39_129-146-79-76/events.out.tfevents.1727768375.129-146-79-76.1534557.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6230cf5866a3de720b9b01ada68a9ff27f58e6e1909f31556e24438c60575d26
+size 508

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9757a89d0ece1c59df87a72ae3722120a630339878d3532abd88f07cb7378fb9
+oid sha256:6ebb4a3732b11051ff4a71de98bf8411484b02851f79cc871b7c314a3760e0c1
 size 5112