Commit
·
5f76a9d
1
Parent(s):
589ec3c
End of training
Browse files
README.md
CHANGED
|
@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the ag_news dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
-
- Loss: 0.
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -42,15 +42,17 @@ The following hyperparameters were used during training:
|
|
| 42 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 43 |
- lr_scheduler_type: linear
|
| 44 |
- lr_scheduler_warmup_steps: 500
|
| 45 |
-
- num_epochs:
|
| 46 |
|
| 47 |
### Training results
|
| 48 |
|
| 49 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 50 |
|:-------------:|:-----:|:-----:|:---------------:|
|
| 51 |
-
| 0.
|
| 52 |
-
|
|
| 53 |
-
| 0.
|
|
|
|
|
|
|
| 54 |
|
| 55 |
|
| 56 |
### Framework versions
|
|
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the ag_news dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.3583
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 42 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 43 |
- lr_scheduler_type: linear
|
| 44 |
- lr_scheduler_warmup_steps: 500
|
| 45 |
+
- num_epochs: 5
|
| 46 |
|
| 47 |
### Training results
|
| 48 |
|
| 49 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 50 |
|:-------------:|:-----:|:-----:|:---------------:|
|
| 51 |
+
| 0.3692 | 1.0 | 7500 | 0.4305 |
|
| 52 |
+
| 1.6035 | 2.0 | 15000 | 1.8071 |
|
| 53 |
+
| 0.6766 | 3.0 | 22500 | 0.4494 |
|
| 54 |
+
| 0.3733 | 4.0 | 30000 | 0.3943 |
|
| 55 |
+
| 0.2483 | 5.0 | 37500 | 0.3583 |
|
| 56 |
|
| 57 |
|
| 58 |
### Framework versions
|
logs/events.out.tfevents.1679644177.3e007e4cae88.1032.0
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 sha256:8824f511c32195176c0e39295296177e34d4116dceee295f8080983d4132cd74
|
| 3 |
+
size 600845
|
logs/events.out.tfevents.1679649763.3e007e4cae88.1032.2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:268f6a61449225292d40f5a735c962c9f59a9f0a3e5802dc88f2d0d813b225da
|
| 3 |
+
size 316
|