blackhole33
commited on
Commit
•
2513266
1
Parent(s):
0827072
update model card README.md
Browse files
README.md
CHANGED
@@ -16,9 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on an unknown dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
-
- Loss: 0.
|
20 |
-
- Wer Ortho:
|
21 |
-
- Wer:
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -49,21 +49,24 @@ The following hyperparameters were used during training:
|
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: cosine
|
51 |
- lr_scheduler_warmup_steps: 50
|
52 |
-
-
|
53 |
- mixed_precision_training: Native AMP
|
54 |
|
55 |
### Training results
|
56 |
|
57 |
-
| Training Loss | Epoch | Step
|
58 |
-
|
59 |
-
| 0.6179 | 0.03 | 1000
|
60 |
-
| 0.505 | 0.07 | 2000
|
61 |
-
| 0.4921 | 0.1 | 3000
|
62 |
-
| 0.576 | 0.13 | 4000
|
63 |
-
| 0.4169 | 0.17 | 5000
|
64 |
-
| 0.3827 | 0.2 | 6000
|
65 |
-
| 0.3509 | 0.23 | 7000
|
66 |
-
| 0.4012 | 0.26 | 8000
|
|
|
|
|
|
|
67 |
|
68 |
|
69 |
### Framework versions
|
|
|
16 |
|
17 |
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on an unknown dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 0.6586
|
20 |
+
- Wer Ortho: 52.0665
|
21 |
+
- Wer: 49.1825
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: cosine
|
51 |
- lr_scheduler_warmup_steps: 50
|
52 |
+
- num_epochs: 10
|
53 |
- mixed_precision_training: Native AMP
|
54 |
|
55 |
### Training results
|
56 |
|
57 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer | Wer Ortho |
|
58 |
+
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:---------:|
|
59 |
+
| 0.6179 | 0.03 | 1000 | 0.9762 | 60.3624 | 62.0464 |
|
60 |
+
| 0.505 | 0.07 | 2000 | 0.8327 | 54.8387 | 57.7117 |
|
61 |
+
| 0.4921 | 0.1 | 3000 | 0.7555 | 59.6111 | 63.5585 |
|
62 |
+
| 0.576 | 0.13 | 4000 | 0.7034 | 57.6226 | 58.9214 |
|
63 |
+
| 0.4169 | 0.17 | 5000 | 0.6763 | 44.5426 | 46.5726 |
|
64 |
+
| 0.3827 | 0.2 | 6000 | 0.6462 | 44.9403 | 47.0766 |
|
65 |
+
| 0.3509 | 0.23 | 7000 | 0.6331 | 46.4870 | 48.8407 |
|
66 |
+
| 0.4012 | 0.26 | 8000 | 0.6170 | 46.8847 | 49.3952 |
|
67 |
+
| 0.3634 | 0.3 | 9000 | 0.6864 | 47.4294 | 45.3822 |
|
68 |
+
| 0.3721 | 0.33 | 10000 | 0.6659 | 49.2944 | 46.4870 |
|
69 |
+
| 0.3198 | 0.36 | 11000 | 0.6586 | 52.0665 | 49.1825 |
|
70 |
|
71 |
|
72 |
### Framework versions
|