Model save
Browse files
README.md
CHANGED
|
@@ -18,14 +18,14 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on an unknown dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
-
- Loss:
|
| 22 |
-
- F1 Macro: 0.
|
| 23 |
-
- F1: 0.
|
| 24 |
-
- F1 Neg: 0.
|
| 25 |
-
- Acc: 0.
|
| 26 |
-
- Prec: 0.
|
| 27 |
-
- Recall: 0.
|
| 28 |
-
- Mcc: 0.
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
@@ -51,7 +51,7 @@ The following hyperparameters were used during training:
|
|
| 51 |
- distributed_type: multi-GPU
|
| 52 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 53 |
- lr_scheduler_type: linear
|
| 54 |
-
- num_epochs:
|
| 55 |
- mixed_precision_training: Native AMP
|
| 56 |
|
| 57 |
### Training results
|
|
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on an unknown dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 1.0125
|
| 22 |
+
- F1 Macro: 0.8792
|
| 23 |
+
- F1: 0.9174
|
| 24 |
+
- F1 Neg: 0.8410
|
| 25 |
+
- Acc: 0.8912
|
| 26 |
+
- Prec: 0.9130
|
| 27 |
+
- Recall: 0.9218
|
| 28 |
+
- Mcc: 0.7584
|
| 29 |
|
| 30 |
## Model description
|
| 31 |
|
|
|
|
| 51 |
- distributed_type: multi-GPU
|
| 52 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 53 |
- lr_scheduler_type: linear
|
| 54 |
+
- num_epochs: 15
|
| 55 |
- mixed_precision_training: Native AMP
|
| 56 |
|
| 57 |
### Training results
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 433270768
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:41f1a98f22780a42a8d7cb97569f463a62fe47a62d933bf3cf65501d155a0fc9
|
| 3 |
size 433270768
|
runs/Mar12_14-47-43_tardis/events.out.tfevents.1710251264.tardis.125084.6
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:c017800e57cef1ec8b46b23812d6878f0c97cb8f91465d7157e3dabac90e0127
|
| 3 |
+
size 6854
|
runs/Mar12_14-47-43_tardis/events.out.tfevents.1710251973.tardis.125084.7
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c4b28ae106b1a245b1d4d78cbb61fb6a1613885a862e5bf52dd71184e039bf7
|
| 3 |
+
size 699
|