End of training
Browse files
README.md
CHANGED
@@ -25,7 +25,7 @@ model-index:
|
|
25 |
metrics:
|
26 |
- name: Wer
|
27 |
type: wer
|
28 |
-
value:
|
29 |
---
|
30 |
|
31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -35,8 +35,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
35 |
|
36 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
|
37 |
It achieves the following results on the evaluation set:
|
38 |
-
- Loss: 0.
|
39 |
-
- Wer:
|
40 |
|
41 |
## Model description
|
42 |
|
@@ -62,17 +62,18 @@ The following hyperparameters were used during training:
|
|
62 |
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
63 |
- lr_scheduler_type: linear
|
64 |
- lr_scheduler_warmup_steps: 500
|
65 |
-
- training_steps:
|
66 |
- mixed_precision_training: Native AMP
|
67 |
|
68 |
### Training results
|
69 |
|
70 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
71 |
|:-------------:|:------:|:----:|:---------------:|:-------:|
|
72 |
-
| 0.
|
73 |
-
| 0.
|
74 |
-
| 0.
|
75 |
-
| 0.
|
|
|
76 |
|
77 |
|
78 |
### Framework versions
|
|
|
25 |
metrics:
|
26 |
- name: Wer
|
27 |
type: wer
|
28 |
+
value: 40.28456147802081
|
29 |
---
|
30 |
|
31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
35 |
|
36 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
|
37 |
It achieves the following results on the evaluation set:
|
38 |
+
- Loss: 0.2414
|
39 |
+
- Wer: 40.2846
|
40 |
|
41 |
## Model description
|
42 |
|
|
|
62 |
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
63 |
- lr_scheduler_type: linear
|
64 |
- lr_scheduler_warmup_steps: 500
|
65 |
+
- training_steps: 5000
|
66 |
- mixed_precision_training: Native AMP
|
67 |
|
68 |
### Training results
|
69 |
|
70 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
71 |
|:-------------:|:------:|:----:|:---------------:|:-------:|
|
72 |
+
| 0.0244 | 1.4184 | 1000 | 0.2211 | 42.4506 |
|
73 |
+
| 0.0127 | 2.8369 | 2000 | 0.2259 | 41.6437 |
|
74 |
+
| 0.0017 | 4.2553 | 3000 | 0.2313 | 40.8792 |
|
75 |
+
| 0.0006 | 5.6738 | 4000 | 0.2385 | 40.2209 |
|
76 |
+
| 0.0005 | 7.0922 | 5000 | 0.2414 | 40.2846 |
|
77 |
|
78 |
|
79 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 966995080
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:597a4d9fce32c9ef301bfb472eaf9bc0b1b8aed08c9e51d917892eaccca0674d
|
3 |
size 966995080
|
runs/Mar13_13-10-22_db946b8b8c60/events.out.tfevents.1741871423.db946b8b8c60.604.1
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 sha256:5fc59384ddd63f76df4b6fc802fa646f66cf107cb5e1dfae15cb19c453fd8c9a
|
3 |
+
size 50022
|