Training complete
Browse files- README.md +11 -11
- pytorch_model.bin +1 -1
- training_args.bin +1 -1
README.md
CHANGED
@@ -22,7 +22,7 @@ model-index:
|
|
22 |
metrics:
|
23 |
- name: F1
|
24 |
type: f1
|
25 |
-
value: 0.
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the masakhaner2 dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Loss: 0.
|
36 |
-
- F1: 0.
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -52,7 +52,7 @@ More information needed
|
|
52 |
### Training hyperparameters
|
53 |
|
54 |
The following hyperparameters were used during training:
|
55 |
-
- learning_rate:
|
56 |
- train_batch_size: 8
|
57 |
- eval_batch_size: 8
|
58 |
- seed: 42
|
@@ -64,13 +64,13 @@ The following hyperparameters were used during training:
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | F1 |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
67 |
-
| 0.
|
68 |
-
| 0.
|
69 |
-
| 0.
|
70 |
-
| 0.
|
71 |
-
| 0.
|
72 |
-
| 0.
|
73 |
-
| 0.
|
74 |
|
75 |
|
76 |
### Framework versions
|
|
|
22 |
metrics:
|
23 |
- name: F1
|
24 |
type: f1
|
25 |
+
value: 0.8537350910232265
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the masakhaner2 dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
+
- Loss: 0.2257
|
36 |
+
- F1: 0.8537
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
52 |
### Training hyperparameters
|
53 |
|
54 |
The following hyperparameters were used during training:
|
55 |
+
- learning_rate: 4.876283744888558e-05
|
56 |
- train_batch_size: 8
|
57 |
- eval_batch_size: 8
|
58 |
- seed: 42
|
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | F1 |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
67 |
+
| 0.4246 | 1.0 | 739 | 0.2225 | 0.7077 |
|
68 |
+
| 0.1938 | 2.0 | 1478 | 0.1952 | 0.7762 |
|
69 |
+
| 0.1226 | 3.0 | 2217 | 0.1778 | 0.8077 |
|
70 |
+
| 0.0748 | 4.0 | 2956 | 0.1746 | 0.8303 |
|
71 |
+
| 0.0466 | 5.0 | 3695 | 0.1864 | 0.8419 |
|
72 |
+
| 0.0263 | 6.0 | 4434 | 0.2300 | 0.8483 |
|
73 |
+
| 0.0137 | 7.0 | 5173 | 0.2257 | 0.8537 |
|
74 |
|
75 |
|
76 |
### Framework versions
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1109908201
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e60b4dfe64240125c13bf1bc7512c42d788eb0efe245f548334f0c97f85ebb7e
|
3 |
size 1109908201
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4091
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fbf75703a6a5c0a480d2f97b70d2224962d81a58d9227addd3718bc4144f0151
|
3 |
size 4091
|