Alex MacLean
commited on
Commit
•
e5ee3ec
1
Parent(s):
4930a26
update model card README.md
Browse files
README.md
CHANGED
@@ -2,6 +2,11 @@
|
|
2 |
license: apache-2.0
|
3 |
tags:
|
4 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
5 |
model-index:
|
6 |
- name: sentence-compression
|
7 |
results: []
|
@@ -13,6 +18,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
13 |
# sentence-compression
|
14 |
|
15 |
This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
## Model description
|
18 |
|
@@ -42,6 +53,11 @@ The following hyperparameters were used during training:
|
|
42 |
|
43 |
### Training results
|
44 |
|
|
|
|
|
|
|
|
|
|
|
45 |
|
46 |
|
47 |
### Framework versions
|
|
|
2 |
license: apache-2.0
|
3 |
tags:
|
4 |
- generated_from_trainer
|
5 |
+
metrics:
|
6 |
+
- accuracy
|
7 |
+
- f1
|
8 |
+
- precision
|
9 |
+
- recall
|
10 |
model-index:
|
11 |
- name: sentence-compression
|
12 |
results: []
|
|
|
18 |
# sentence-compression
|
19 |
|
20 |
This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
|
21 |
+
It achieves the following results on the evaluation set:
|
22 |
+
- Loss: 0.4221
|
23 |
+
- Accuracy: 0.8121
|
24 |
+
- F1: 0.7275
|
25 |
+
- Precision: 0.7317
|
26 |
+
- Recall: 0.7233
|
27 |
|
28 |
## Model description
|
29 |
|
|
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|
57 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
|
58 |
+
| 0.6263 | 1.0 | 50 | 0.6252 | 0.6549 | 0.0183 | 0.6667 | 0.0093 |
|
59 |
+
| 0.4727 | 2.0 | 100 | 0.4900 | 0.7805 | 0.6472 | 0.7309 | 0.5807 |
|
60 |
+
| 0.4053 | 3.0 | 150 | 0.4221 | 0.8121 | 0.7275 | 0.7317 | 0.7233 |
|
61 |
|
62 |
|
63 |
### Framework versions
|