Commit
·
f8514c1
1
Parent(s):
9d94a9a
update model card README.md
Browse files
README.md
CHANGED
|
@@ -2,6 +2,8 @@
|
|
| 2 |
license: mit
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
|
|
|
|
|
|
| 5 |
model-index:
|
| 6 |
- name: korean_sentiment_analysis_kcelectra
|
| 7 |
results: []
|
|
@@ -13,6 +15,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 13 |
# korean_sentiment_analysis_kcelectra
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [beomi/KcELECTRA-base-v2022](https://huggingface.co/beomi/KcELECTRA-base-v2022) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
|
| 17 |
## Model description
|
| 18 |
|
|
@@ -44,6 +51,18 @@ The following hyperparameters were used during training:
|
|
| 44 |
|
| 45 |
### Training results
|
| 46 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
|
| 48 |
|
| 49 |
### Framework versions
|
|
|
|
| 2 |
license: mit
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
| 5 |
+
metrics:
|
| 6 |
+
- accuracy
|
| 7 |
model-index:
|
| 8 |
- name: korean_sentiment_analysis_kcelectra
|
| 9 |
results: []
|
|
|
|
| 15 |
# korean_sentiment_analysis_kcelectra
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [beomi/KcELECTRA-base-v2022](https://huggingface.co/beomi/KcELECTRA-base-v2022) on an unknown dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.9718
|
| 20 |
+
- Micro f1 score: 70.7183
|
| 21 |
+
- Auprc: 68.4562
|
| 22 |
+
- Accuracy: 0.7072
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 51 |
|
| 52 |
### Training results
|
| 53 |
|
| 54 |
+
| Training Loss | Epoch | Step | Validation Loss | Micro f1 score | Auprc | Accuracy |
|
| 55 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------------:|:-------:|:--------:|
|
| 56 |
+
| 1.0543 | 1.0 | 391 | 0.9923 | 65.3061 | 49.6906 | 0.6531 |
|
| 57 |
+
| 0.8573 | 2.0 | 782 | 0.8229 | 69.9901 | 64.4071 | 0.6999 |
|
| 58 |
+
| 0.7217 | 3.0 | 1173 | 0.7961 | 71.0600 | 67.4640 | 0.7106 |
|
| 59 |
+
| 0.6305 | 4.0 | 1564 | 0.8163 | 71.1229 | 68.5191 | 0.7112 |
|
| 60 |
+
| 0.5294 | 5.0 | 1955 | 0.8205 | 71.0150 | 68.7334 | 0.7102 |
|
| 61 |
+
| 0.4689 | 6.0 | 2346 | 0.8716 | 71.1679 | 68.7751 | 0.7117 |
|
| 62 |
+
| 0.433 | 7.0 | 2737 | 0.9086 | 70.9880 | 68.3653 | 0.7099 |
|
| 63 |
+
| 0.419 | 8.0 | 3128 | 0.9290 | 70.6734 | 68.4606 | 0.7067 |
|
| 64 |
+
| 0.3766 | 9.0 | 3519 | 0.9619 | 70.6464 | 68.5132 | 0.7065 |
|
| 65 |
+
| 0.3395 | 10.0 | 3910 | 0.9718 | 70.7183 | 68.4562 | 0.7072 |
|
| 66 |
|
| 67 |
|
| 68 |
### Framework versions
|