AlexanderHolmes0
commited on
Commit
•
4ea0614
1
Parent(s):
0946793
End of training
Browse files
README.md
CHANGED
@@ -3,6 +3,8 @@ license: apache-2.0
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: mental_health_model
|
8 |
results: []
|
@@ -14,6 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# mental_health_model
|
15 |
|
16 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -38,13 +43,14 @@ The following hyperparameters were used during training:
|
|
38 |
- seed: 42
|
39 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
40 |
- lr_scheduler_type: linear
|
41 |
-
- num_epochs:
|
42 |
|
43 |
### Training results
|
44 |
|
45 |
-
| Training Loss | Epoch | Step | Validation Loss |
|
46 |
-
|
47 |
-
| No log | 1.0 | 270 | 0.
|
|
|
48 |
|
49 |
|
50 |
### Framework versions
|
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- accuracy
|
8 |
model-index:
|
9 |
- name: mental_health_model
|
10 |
results: []
|
|
|
16 |
# mental_health_model
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.6960
|
21 |
+
- Accuracy: 0.6968
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
43 |
- seed: 42
|
44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
- lr_scheduler_type: linear
|
46 |
+
- num_epochs: 2
|
47 |
|
48 |
### Training results
|
49 |
|
50 |
+
| Training Loss | Epoch | Step | Accuracy | Validation Loss |
|
51 |
+
|:-------------:|:-----:|:----:|:--------:|:---------------:|
|
52 |
+
| No log | 1.0 | 270 | 0.6665 | 0.7627 |
|
53 |
+
| 0.6949 | 2.0 | 540 | 0.6960 | 0.6968 |
|
54 |
|
55 |
|
56 |
### Framework versions
|