Training in progress epoch 5
Browse files- README.md +10 -7
- tf_model.h5 +1 -1
README.md
CHANGED
@@ -15,13 +15,13 @@ probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
This model is a fine-tuned version of [microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
-
- Train Loss: 0.
|
19 |
-
- Validation Loss: 0.
|
20 |
-
- Train Precision: 0.
|
21 |
-
- Train Recall: 0.
|
22 |
-
- Train F1: 0.
|
23 |
-
- Train Accuracy: 0.
|
24 |
-
- Epoch:
|
25 |
|
26 |
## Model description
|
27 |
|
@@ -50,6 +50,9 @@ The following hyperparameters were used during training:
|
|
50 |
| 1.2909 | 0.7719 | 0.0 | 0.0 | 0.0 | 0.7813 | 0 |
|
51 |
| 0.8005 | 0.5567 | 0.4313 | 0.3776 | 0.4027 | 0.8372 | 1 |
|
52 |
| 0.5460 | 0.4551 | 0.5509 | 0.5823 | 0.5662 | 0.8676 | 2 |
|
|
|
|
|
|
|
53 |
|
54 |
|
55 |
### Framework versions
|
|
|
15 |
|
16 |
This model is a fine-tuned version of [microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- Train Loss: 0.3591
|
19 |
+
- Validation Loss: 0.4051
|
20 |
+
- Train Precision: 0.5896
|
21 |
+
- Train Recall: 0.6245
|
22 |
+
- Train F1: 0.6066
|
23 |
+
- Train Accuracy: 0.8857
|
24 |
+
- Epoch: 5
|
25 |
|
26 |
## Model description
|
27 |
|
|
|
50 |
| 1.2909 | 0.7719 | 0.0 | 0.0 | 0.0 | 0.7813 | 0 |
|
51 |
| 0.8005 | 0.5567 | 0.4313 | 0.3776 | 0.4027 | 0.8372 | 1 |
|
52 |
| 0.5460 | 0.4551 | 0.5509 | 0.5823 | 0.5662 | 0.8676 | 2 |
|
53 |
+
| 0.4141 | 0.4381 | 0.5443 | 0.6477 | 0.5915 | 0.8732 | 3 |
|
54 |
+
| 0.3626 | 0.4051 | 0.5896 | 0.6245 | 0.6066 | 0.8857 | 4 |
|
55 |
+
| 0.3591 | 0.4051 | 0.5896 | 0.6245 | 0.6066 | 0.8857 | 5 |
|
56 |
|
57 |
|
58 |
### Framework versions
|
tf_model.h5
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 435873780
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8017862b94ff83bb70431fbd87a76848411f1a142ca44e1fcb754480ddf3d1d1
|
3 |
size 435873780
|