update model card README.md
Browse files
README.md
CHANGED
@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
|
15 |
This model is a fine-tuned version of [jojoUla/bert-large-cased-sigir-support-refute-no-label-40](https://huggingface.co/jojoUla/bert-large-cased-sigir-support-refute-no-label-40) on an unknown dataset.
|
16 |
It achieves the following results on the evaluation set:
|
17 |
-
- Loss:
|
18 |
|
19 |
## Model description
|
20 |
|
@@ -39,53 +39,23 @@ The following hyperparameters were used during training:
|
|
39 |
- seed: 42
|
40 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
41 |
- lr_scheduler_type: linear
|
42 |
-
- num_epochs:
|
43 |
- mixed_precision_training: Native AMP
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
-
|
|
50 |
-
|
|
51 |
-
| 7.
|
52 |
-
| 4.
|
53 |
-
|
|
54 |
-
|
|
55 |
-
|
|
56 |
-
|
|
57 |
-
|
|
58 |
-
| 1.
|
59 |
-
| 1.2161 | 11.0 | 11 | 1.0012 |
|
60 |
-
| 0.8352 | 12.0 | 12 | 1.6421 |
|
61 |
-
| 0.7029 | 13.0 | 13 | 1.7085 |
|
62 |
-
| 0.9632 | 14.0 | 14 | 0.2879 |
|
63 |
-
| 1.583 | 15.0 | 15 | 1.7979 |
|
64 |
-
| 0.5708 | 16.0 | 16 | 0.5376 |
|
65 |
-
| 0.467 | 17.0 | 17 | 1.9667 |
|
66 |
-
| 0.3866 | 18.0 | 18 | 3.4478 |
|
67 |
-
| 0.6 | 19.0 | 19 | 0.7479 |
|
68 |
-
| 0.7362 | 20.0 | 20 | 0.2451 |
|
69 |
-
| 1.5596 | 21.0 | 21 | 0.2730 |
|
70 |
-
| 0.4868 | 22.0 | 22 | 0.3584 |
|
71 |
-
| 0.5333 | 23.0 | 23 | 1.3786 |
|
72 |
-
| 0.2568 | 24.0 | 24 | 1.6088 |
|
73 |
-
| 1.3369 | 25.0 | 25 | 0.7165 |
|
74 |
-
| 0.425 | 26.0 | 26 | 1.8231 |
|
75 |
-
| 0.1444 | 27.0 | 27 | 0.2272 |
|
76 |
-
| 0.2839 | 28.0 | 28 | 0.0720 |
|
77 |
-
| 0.1631 | 29.0 | 29 | 0.4542 |
|
78 |
-
| 1.2894 | 30.0 | 30 | 0.3767 |
|
79 |
-
| 0.3602 | 31.0 | 31 | 1.0501 |
|
80 |
-
| 0.3226 | 32.0 | 32 | 0.2222 |
|
81 |
-
| 0.172 | 33.0 | 33 | 0.1084 |
|
82 |
-
| 0.6193 | 34.0 | 34 | 0.3281 |
|
83 |
-
| 0.5723 | 35.0 | 35 | 1.4412 |
|
84 |
-
| 0.1678 | 36.0 | 36 | 0.1331 |
|
85 |
-
| 0.3903 | 37.0 | 37 | 0.9474 |
|
86 |
-
| 0.0966 | 38.0 | 38 | 0.6377 |
|
87 |
-
| 0.19 | 39.0 | 39 | 1.8760 |
|
88 |
-
| 0.3088 | 40.0 | 40 | 0.1489 |
|
89 |
|
90 |
|
91 |
### Framework versions
|
|
|
14 |
|
15 |
This model is a fine-tuned version of [jojoUla/bert-large-cased-sigir-support-refute-no-label-40](https://huggingface.co/jojoUla/bert-large-cased-sigir-support-refute-no-label-40) on an unknown dataset.
|
16 |
It achieves the following results on the evaluation set:
|
17 |
+
- Loss: 2.8726
|
18 |
|
19 |
## Model description
|
20 |
|
|
|
39 |
- seed: 42
|
40 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
41 |
- lr_scheduler_type: linear
|
42 |
+
- num_epochs: 10.0
|
43 |
- mixed_precision_training: Native AMP
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
+
| 3.3922 | 1.0 | 1 | 7.7770 |
|
50 |
+
| 5.775 | 2.0 | 2 | 7.9736 |
|
51 |
+
| 7.0239 | 3.0 | 3 | 5.2036 |
|
52 |
+
| 4.0829 | 4.0 | 4 | 2.9272 |
|
53 |
+
| 3.4724 | 5.0 | 5 | 5.9639 |
|
54 |
+
| 2.5963 | 6.0 | 6 | 3.5008 |
|
55 |
+
| 3.4139 | 7.0 | 7 | 2.1127 |
|
56 |
+
| 2.5872 | 8.0 | 8 | 3.6687 |
|
57 |
+
| 2.9188 | 9.0 | 9 | 3.8722 |
|
58 |
+
| 1.62 | 10.0 | 10 | 2.6152 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
59 |
|
60 |
|
61 |
### Framework versions
|