Commit
·
2edfcd2
1
Parent(s):
ac8e375
End of training
Browse files
README.md
CHANGED
|
@@ -1,6 +1,9 @@
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
| 4 |
model-index:
|
| 5 |
- name: roberta-large-Dep
|
| 6 |
results: []
|
|
@@ -11,7 +14,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 11 |
|
| 12 |
# roberta-large-Dep
|
| 13 |
|
| 14 |
-
This model
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
## Model description
|
| 17 |
|
|
@@ -31,13 +38,25 @@ More information needed
|
|
| 31 |
|
| 32 |
The following hyperparameters were used during training:
|
| 33 |
- learning_rate: 5e-06
|
| 34 |
-
- train_batch_size:
|
| 35 |
-
- eval_batch_size:
|
| 36 |
- seed: 42
|
| 37 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 38 |
- lr_scheduler_type: linear
|
|
|
|
| 39 |
- num_epochs: 5
|
| 40 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 41 |
### Framework versions
|
| 42 |
|
| 43 |
- Transformers 4.30.2
|
|
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
| 4 |
+
metrics:
|
| 5 |
+
- accuracy
|
| 6 |
+
- f1
|
| 7 |
model-index:
|
| 8 |
- name: roberta-large-Dep
|
| 9 |
results: []
|
|
|
|
| 14 |
|
| 15 |
# roberta-large-Dep
|
| 16 |
|
| 17 |
+
This model is a fine-tuned version of [rafalposwiata/deproberta-large-depression](https://huggingface.co/rafalposwiata/deproberta-large-depression) on the None dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.8107
|
| 20 |
+
- Accuracy: 0.8517
|
| 21 |
+
- F1: 0.9118
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
|
|
| 38 |
|
| 39 |
The following hyperparameters were used during training:
|
| 40 |
- learning_rate: 5e-06
|
| 41 |
+
- train_batch_size: 8
|
| 42 |
+
- eval_batch_size: 8
|
| 43 |
- seed: 42
|
| 44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
- lr_scheduler_type: linear
|
| 46 |
+
- lr_scheduler_warmup_steps: 500
|
| 47 |
- num_epochs: 5
|
| 48 |
|
| 49 |
+
### Training results
|
| 50 |
+
|
| 51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
| 52 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
| 53 |
+
| No log | 1.0 | 469 | 0.3701 | 0.87 | 0.9264 |
|
| 54 |
+
| 0.4293 | 2.0 | 938 | 0.4385 | 0.865 | 0.9219 |
|
| 55 |
+
| 0.3302 | 3.0 | 1407 | 0.5293 | 0.85 | 0.9109 |
|
| 56 |
+
| 0.2784 | 4.0 | 1876 | 0.7077 | 0.8517 | 0.9118 |
|
| 57 |
+
| 0.1914 | 5.0 | 2345 | 0.8107 | 0.8517 | 0.9118 |
|
| 58 |
+
|
| 59 |
+
|
| 60 |
### Framework versions
|
| 61 |
|
| 62 |
- Transformers 4.30.2
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1421587189
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d7f0225519b1dbd68c32830b021b4a413bbedb3c5e9806770ff7d6640015420
|
| 3 |
size 1421587189
|
runs/Jul11_12-40-38_fb248a4130df/events.out.tfevents.1689079602.fb248a4130df.391.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c4d0bd6882638bf33131a797744b6f8f9e628fe93cd7f531ce9c10b8d62e35f8
|
| 3 |
+
size 6989
|