End of training
Browse files
README.md
CHANGED
@@ -3,17 +3,25 @@ license: apache-2.0
|
|
3 |
base_model: openai/whisper-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
|
|
6 |
model-index:
|
7 |
-
- name:
|
8 |
results: []
|
9 |
---
|
10 |
|
11 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
12 |
should probably proofread and complete it, then remove this comment. -->
|
13 |
|
14 |
-
#
|
15 |
|
16 |
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -42,6 +50,22 @@ The following hyperparameters were used during training:
|
|
42 |
- training_steps: 1000
|
43 |
- mixed_precision_training: Native AMP
|
44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
45 |
### Framework versions
|
46 |
|
47 |
- Transformers 4.39.2
|
|
|
3 |
base_model: openai/whisper-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- bleu
|
8 |
+
- wer
|
9 |
model-index:
|
10 |
+
- name: Whisper Base GA-EN Speech Translation
|
11 |
results: []
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
15 |
should probably proofread and complete it, then remove this comment. -->
|
16 |
|
17 |
+
# Whisper Base GA-EN Speech Translation
|
18 |
|
19 |
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on an unknown dataset.
|
20 |
+
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 2.2482
|
22 |
+
- Bleu: 20.8
|
23 |
+
- Chrf: 35.56
|
24 |
+
- Wer: 84.0162
|
25 |
|
26 |
## Model description
|
27 |
|
|
|
50 |
- training_steps: 1000
|
51 |
- mixed_precision_training: Native AMP
|
52 |
|
53 |
+
### Training results
|
54 |
+
|
55 |
+
| Training Loss | Epoch | Step | Validation Loss | Bleu | Chrf | Wer |
|
56 |
+
|:-------------:|:-----:|:----:|:---------------:|:-----:|:-----:|:--------:|
|
57 |
+
| 1.5709 | 0.37 | 100 | 2.1099 | 5.49 | 22.56 | 144.5745 |
|
58 |
+
| 0.9426 | 0.74 | 200 | 2.0613 | 10.65 | 26.37 | 130.0315 |
|
59 |
+
| 0.3912 | 1.12 | 300 | 2.1207 | 13.43 | 29.77 | 103.9172 |
|
60 |
+
| 0.3943 | 1.49 | 400 | 2.1177 | 16.64 | 32.27 | 97.3435 |
|
61 |
+
| 0.3605 | 1.86 | 500 | 2.1689 | 18.41 | 32.69 | 87.1679 |
|
62 |
+
| 0.1164 | 2.23 | 600 | 2.1506 | 20.49 | 33.74 | 82.3953 |
|
63 |
+
| 0.1371 | 2.6 | 700 | 2.1397 | 19.86 | 34.97 | 84.9167 |
|
64 |
+
| 0.1263 | 2.97 | 800 | 2.1849 | 21.11 | 34.92 | 81.3147 |
|
65 |
+
| 0.049 | 3.35 | 900 | 2.2424 | 21.24 | 35.22 | 83.6110 |
|
66 |
+
| 0.0462 | 3.72 | 1000 | 2.2482 | 20.8 | 35.56 | 84.0162 |
|
67 |
+
|
68 |
+
|
69 |
### Framework versions
|
70 |
|
71 |
- Transformers 4.39.2
|