evanarlian
commited on
Commit
·
37e702b
1
Parent(s):
53a0322
update model card README.md
Browse files
README.md
CHANGED
@@ -3,21 +3,9 @@ tags:
|
|
3 |
- generated_from_trainer
|
4 |
datasets:
|
5 |
- evanarlian/common_voice_11_0_id_filtered
|
6 |
-
metrics:
|
7 |
-
- wer
|
8 |
model-index:
|
9 |
- name: wav2vec2-xls-r-113m-id
|
10 |
-
results:
|
11 |
-
- task:
|
12 |
-
name: Automatic Speech Recognition
|
13 |
-
type: automatic-speech-recognition
|
14 |
-
dataset:
|
15 |
-
name: evanarlian/common_voice_11_0_id_filtered
|
16 |
-
type: evanarlian/common_voice_11_0_id_filtered
|
17 |
-
metrics:
|
18 |
-
- name: Wer
|
19 |
-
type: wer
|
20 |
-
value: 1.0
|
21 |
---
|
22 |
|
23 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -26,9 +14,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
26 |
# wav2vec2-xls-r-113m-id
|
27 |
|
28 |
This model is a fine-tuned version of [evanarlian/distil-wav2vec2-xls-r-113m-id](https://huggingface.co/evanarlian/distil-wav2vec2-xls-r-113m-id) on the evanarlian/common_voice_11_0_id_filtered dataset.
|
29 |
-
It achieves the following results on the evaluation set:
|
30 |
-
- Loss: 18.6052
|
31 |
-
- Wer: 1.0
|
32 |
|
33 |
## Model description
|
34 |
|
@@ -47,23 +32,20 @@ More information needed
|
|
47 |
### Training hyperparameters
|
48 |
|
49 |
The following hyperparameters were used during training:
|
50 |
-
- learning_rate:
|
51 |
-
- train_batch_size:
|
52 |
-
- eval_batch_size:
|
53 |
- seed: 42
|
|
|
|
|
54 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
55 |
- lr_scheduler_type: linear
|
56 |
- lr_scheduler_warmup_ratio: 0.3
|
57 |
-
- num_epochs:
|
58 |
- mixed_precision_training: Native AMP
|
59 |
|
60 |
### Training results
|
61 |
|
62 |
-
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
63 |
-
|:-------------:|:-----:|:----:|:---------------:|:---:|
|
64 |
-
| No log | 0.6 | 6 | 22.7124 | 1.0 |
|
65 |
-
| No log | 1.2 | 12 | 20.1775 | 1.0 |
|
66 |
-
| No log | 1.8 | 18 | 18.6052 | 1.0 |
|
67 |
|
68 |
|
69 |
### Framework versions
|
|
|
3 |
- generated_from_trainer
|
4 |
datasets:
|
5 |
- evanarlian/common_voice_11_0_id_filtered
|
|
|
|
|
6 |
model-index:
|
7 |
- name: wav2vec2-xls-r-113m-id
|
8 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
---
|
10 |
|
11 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
14 |
# wav2vec2-xls-r-113m-id
|
15 |
|
16 |
This model is a fine-tuned version of [evanarlian/distil-wav2vec2-xls-r-113m-id](https://huggingface.co/evanarlian/distil-wav2vec2-xls-r-113m-id) on the evanarlian/common_voice_11_0_id_filtered dataset.
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
|
|
32 |
### Training hyperparameters
|
33 |
|
34 |
The following hyperparameters were used during training:
|
35 |
+
- learning_rate: 0.0002
|
36 |
+
- train_batch_size: 8
|
37 |
+
- eval_batch_size: 8
|
38 |
- seed: 42
|
39 |
+
- gradient_accumulation_steps: 2
|
40 |
+
- total_train_batch_size: 16
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
- lr_scheduler_warmup_ratio: 0.3
|
44 |
+
- num_epochs: 5.0
|
45 |
- mixed_precision_training: Native AMP
|
46 |
|
47 |
### Training results
|
48 |
|
|
|
|
|
|
|
|
|
|
|
49 |
|
50 |
|
51 |
### Framework versions
|