End of training
Browse files- README.md +23 -8
- model.safetensors +1 -1
README.md
CHANGED
@@ -19,8 +19,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
19 |
|
20 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the pphuc25/EngMed dataset.
|
21 |
It achieves the following results on the evaluation set:
|
22 |
-
- Loss:
|
23 |
-
- Wer:
|
24 |
|
25 |
## Model description
|
26 |
|
@@ -46,17 +46,32 @@ The following hyperparameters were used during training:
|
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
- lr_scheduler_warmup_steps: 100
|
49 |
-
- num_epochs:
|
50 |
|
51 |
### Training results
|
52 |
|
53 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
54 |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|
|
55 |
-
| 1.
|
56 |
-
| 0.
|
57 |
-
| 0.
|
58 |
-
| 0.
|
59 |
-
| 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
60 |
|
61 |
|
62 |
### Framework versions
|
|
|
19 |
|
20 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the pphuc25/EngMed dataset.
|
21 |
It achieves the following results on the evaluation set:
|
22 |
+
- Loss: 3.4853
|
23 |
+
- Wer: 66.7045
|
24 |
|
25 |
## Model description
|
26 |
|
|
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
- lr_scheduler_warmup_steps: 100
|
49 |
+
- num_epochs: 20
|
50 |
|
51 |
### Training results
|
52 |
|
53 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
54 |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|
|
55 |
+
| 1.2768 | 1.0 | 2506 | 1.8614 | 66.7187 |
|
56 |
+
| 0.9077 | 2.0 | 5012 | 1.9243 | 66.6383 |
|
57 |
+
| 0.6044 | 3.0 | 7518 | 2.0816 | 71.3474 |
|
58 |
+
| 0.4112 | 4.0 | 10024 | 2.2672 | 69.5064 |
|
59 |
+
| 0.2788 | 5.0 | 12530 | 2.4746 | 65.6728 |
|
60 |
+
| 0.1736 | 6.0 | 15036 | 2.6423 | 68.1196 |
|
61 |
+
| 0.096 | 7.0 | 17542 | 2.7603 | 66.7897 |
|
62 |
+
| 0.0632 | 8.0 | 20048 | 2.9008 | 68.4746 |
|
63 |
+
| 0.046 | 9.0 | 22554 | 3.0145 | 69.8850 |
|
64 |
+
| 0.0338 | 10.0 | 25060 | 3.0977 | 66.8749 |
|
65 |
+
| 0.0203 | 11.0 | 27566 | 3.1614 | 67.5186 |
|
66 |
+
| 0.0207 | 12.0 | 30072 | 3.2117 | 65.2847 |
|
67 |
+
| 0.011 | 13.0 | 32578 | 3.3028 | 66.4253 |
|
68 |
+
| 0.007 | 14.0 | 35084 | 3.3854 | 68.1102 |
|
69 |
+
| 0.0071 | 15.0 | 37590 | 3.3962 | 66.8702 |
|
70 |
+
| 0.0041 | 16.0 | 40096 | 3.4312 | 66.8323 |
|
71 |
+
| 0.0043 | 17.0 | 42602 | 3.4244 | 66.5294 |
|
72 |
+
| 0.0036 | 18.0 | 45108 | 3.4340 | 66.8512 |
|
73 |
+
| 0.0019 | 19.0 | 47614 | 3.4810 | 67.6558 |
|
74 |
+
| 0.0003 | 20.0 | 50120 | 3.4853 | 66.7045 |
|
75 |
|
76 |
|
77 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 151061672
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cf03952d7d0fa23abb635f464cf409e1f4247e87b4dce8cd69674657ceaec7c8
|
3 |
size 151061672
|