End of training
Browse files
README.md
CHANGED
@@ -1,6 +1,6 @@
|
|
1 |
---
|
2 |
-
base_model: distilbert/distilroberta-base
|
3 |
license: apache-2.0
|
|
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
model-index:
|
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
This model is a fine-tuned version of [distilbert/distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on the None dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
-
- Loss:
|
19 |
|
20 |
## Model description
|
21 |
|
@@ -34,21 +34,33 @@ More information needed
|
|
34 |
### Training hyperparameters
|
35 |
|
36 |
The following hyperparameters were used during training:
|
37 |
-
- learning_rate:
|
38 |
- train_batch_size: 8
|
39 |
- eval_batch_size: 8
|
40 |
- seed: 42
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
-
- num_epochs:
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
-
|
|
50 |
-
|
|
51 |
-
| 1.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
52 |
|
53 |
|
54 |
### Framework versions
|
|
|
1 |
---
|
|
|
2 |
license: apache-2.0
|
3 |
+
base_model: distilbert/distilroberta-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
model-index:
|
|
|
15 |
|
16 |
This model is a fine-tuned version of [distilbert/distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on the None dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- Loss: 0.9088
|
19 |
|
20 |
## Model description
|
21 |
|
|
|
34 |
### Training hyperparameters
|
35 |
|
36 |
The following hyperparameters were used during training:
|
37 |
+
- learning_rate: 0.0005
|
38 |
- train_batch_size: 8
|
39 |
- eval_batch_size: 8
|
40 |
- seed: 42
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
+
- num_epochs: 15
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
+
| No log | 1.0 | 199 | 1.7154 |
|
50 |
+
| No log | 2.0 | 398 | 1.5037 |
|
51 |
+
| 1.9788 | 3.0 | 597 | 1.3993 |
|
52 |
+
| 1.9788 | 4.0 | 796 | 1.3026 |
|
53 |
+
| 1.9788 | 5.0 | 995 | 1.2332 |
|
54 |
+
| 1.3929 | 6.0 | 1194 | 1.1941 |
|
55 |
+
| 1.3929 | 7.0 | 1393 | 1.1367 |
|
56 |
+
| 1.1697 | 8.0 | 1592 | 1.1049 |
|
57 |
+
| 1.1697 | 9.0 | 1791 | 1.0715 |
|
58 |
+
| 1.1697 | 10.0 | 1990 | 1.0183 |
|
59 |
+
| 1.0298 | 11.0 | 2189 | 1.0175 |
|
60 |
+
| 1.0298 | 12.0 | 2388 | 0.9541 |
|
61 |
+
| 0.9012 | 13.0 | 2587 | 0.9291 |
|
62 |
+
| 0.9012 | 14.0 | 2786 | 0.8999 |
|
63 |
+
| 0.9012 | 15.0 | 2985 | 0.9088 |
|
64 |
|
65 |
|
66 |
### Framework versions
|
runs/Jul16_06-47-48_f271b1b1ad67/events.out.tfevents.1721112469.f271b1b1ad67.231.6
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 sha256:64a806fd30ee6cbc36ca7974c6388355dd490fd9d0512316b82aa01dd2c0950d
|
3 |
+
size 10298
|