GuCuChiara
commited on
Commit
•
c405b17
1
Parent(s):
6380e02
Training complete
Browse files
README.md
CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
20 |
|
21 |
This model is a fine-tuned version of [emilyalsentzer/Bio_ClinicalBERT](https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT) on the None dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
-
- Loss: 0.
|
24 |
-
- Precision: 0.
|
25 |
-
- Recall: 0.
|
26 |
-
- F1: 0.
|
27 |
-
- Accuracy: 0.
|
28 |
|
29 |
## Model description
|
30 |
|
@@ -49,17 +49,20 @@ The following hyperparameters were used during training:
|
|
49 |
- seed: 42
|
50 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
51 |
- lr_scheduler_type: linear
|
52 |
-
- num_epochs:
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
58 |
-
| No log | 1.0 | 71 | 0.
|
59 |
-
| No log | 2.0 | 142 | 0.
|
60 |
-
| No log | 3.0 | 213 | 0.
|
61 |
-
| No log | 4.0 | 284 | 0.
|
62 |
-
| No log | 5.0 | 355 | 0.
|
|
|
|
|
|
|
63 |
|
64 |
|
65 |
### Framework versions
|
|
|
20 |
|
21 |
This model is a fine-tuned version of [emilyalsentzer/Bio_ClinicalBERT](https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT) on the None dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 0.4109
|
24 |
+
- Precision: 0.5413
|
25 |
+
- Recall: 0.5693
|
26 |
+
- F1: 0.5550
|
27 |
+
- Accuracy: 0.9254
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
49 |
- seed: 42
|
50 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
51 |
- lr_scheduler_type: linear
|
52 |
+
- num_epochs: 8
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
58 |
+
| No log | 1.0 | 71 | 0.2386 | 0.5723 | 0.5449 | 0.5583 | 0.9273 |
|
59 |
+
| No log | 2.0 | 142 | 0.3000 | 0.5767 | 0.5693 | 0.5730 | 0.9240 |
|
60 |
+
| No log | 3.0 | 213 | 0.2973 | 0.5882 | 0.5830 | 0.5856 | 0.9279 |
|
61 |
+
| No log | 4.0 | 284 | 0.3333 | 0.5222 | 0.5742 | 0.5470 | 0.9205 |
|
62 |
+
| No log | 5.0 | 355 | 0.3613 | 0.5012 | 0.5957 | 0.5444 | 0.9184 |
|
63 |
+
| No log | 6.0 | 426 | 0.3772 | 0.5516 | 0.5693 | 0.5603 | 0.9268 |
|
64 |
+
| No log | 7.0 | 497 | 0.4006 | 0.5574 | 0.5596 | 0.5585 | 0.9257 |
|
65 |
+
| 0.0539 | 8.0 | 568 | 0.4109 | 0.5413 | 0.5693 | 0.5550 | 0.9254 |
|
66 |
|
67 |
|
68 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 430911284
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a01b77b58c9f054441c4c2739d1e87129ff95963a2be1744540b7b6aeaae760a
|
3 |
size 430911284
|
runs/Nov12_22-40-09_8d2de5777864/events.out.tfevents.1699828820.8d2de5777864.473.2
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:ce462f6f0100215a864b532f7ec75b7559452d453e4d48cb4b680daa9fbe3522
|
3 |
+
size 8788
|