debbiesoon
commited on
Commit
•
9d9753e
1
Parent(s):
369afb2
update model card README.md
Browse files
README.md
CHANGED
@@ -12,12 +12,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
12 |
|
13 |
# summarise_v6
|
14 |
|
15 |
-
This model is a fine-tuned version of [
|
16 |
-
It achieves the following results on the evaluation set:
|
17 |
-
- Loss: 1.0781
|
18 |
-
- Rouge2 Precision: 0.3575
|
19 |
-
- Rouge2 Recall: 0.2677
|
20 |
-
- Rouge2 Fmeasure: 0.2899
|
21 |
|
22 |
## Model description
|
23 |
|
@@ -37,23 +32,12 @@ More information needed
|
|
37 |
|
38 |
The following hyperparameters were used during training:
|
39 |
- learning_rate: 5e-05
|
40 |
-
- train_batch_size:
|
41 |
-
- eval_batch_size:
|
42 |
- seed: 42
|
43 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
44 |
- lr_scheduler_type: linear
|
45 |
-
- num_epochs:
|
46 |
-
- mixed_precision_training: Native AMP
|
47 |
-
|
48 |
-
### Training results
|
49 |
-
|
50 |
-
| Training Loss | Epoch | Step | Validation Loss | Rouge2 Precision | Rouge2 Recall | Rouge2 Fmeasure |
|
51 |
-
|:-------------:|:-----:|:----:|:---------------:|:----------------:|:-------------:|:---------------:|
|
52 |
-
| 1.735 | 0.22 | 10 | 1.3561 | 0.1706 | 0.4851 | 0.2442 |
|
53 |
-
| 1.8028 | 0.44 | 20 | 1.1805 | 0.3464 | 0.2786 | 0.2879 |
|
54 |
-
| 1.2608 | 0.67 | 30 | 1.1217 | 0.3634 | 0.309 | 0.3006 |
|
55 |
-
| 1.5478 | 0.89 | 40 | 1.0781 | 0.3575 | 0.2677 | 0.2899 |
|
56 |
-
|
57 |
|
58 |
### Framework versions
|
59 |
|
|
|
12 |
|
13 |
# summarise_v6
|
14 |
|
15 |
+
This model is a fine-tuned version of [debbiesoon/summarise](https://huggingface.co/debbiesoon/summarise) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
## Model description
|
18 |
|
|
|
32 |
|
33 |
The following hyperparameters were used during training:
|
34 |
- learning_rate: 5e-05
|
35 |
+
- train_batch_size: 8
|
36 |
+
- eval_batch_size: 8
|
37 |
- seed: 42
|
38 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
39 |
- lr_scheduler_type: linear
|
40 |
+
- num_epochs: 3.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
41 |
|
42 |
### Framework versions
|
43 |
|