khaingsmon
commited on
Commit
•
542f2cb
1
Parent(s):
15ef1e5
Model save
Browse files- README.md +90 -0
- model.safetensors +1 -1
README.md
ADDED
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
base_model: openai/whisper-tiny.en
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- wer
|
8 |
+
model-index:
|
9 |
+
- name: whisper3
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# whisper3
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.5509
|
21 |
+
- Wer: 26.9488
|
22 |
+
|
23 |
+
## Model description
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Intended uses & limitations
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training and evaluation data
|
32 |
+
|
33 |
+
More information needed
|
34 |
+
|
35 |
+
## Training procedure
|
36 |
+
|
37 |
+
### Training hyperparameters
|
38 |
+
|
39 |
+
The following hyperparameters were used during training:
|
40 |
+
- learning_rate: 0.0001
|
41 |
+
- train_batch_size: 128
|
42 |
+
- eval_batch_size: 8
|
43 |
+
- seed: 42
|
44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
+
- lr_scheduler_type: linear
|
46 |
+
- lr_scheduler_warmup_steps: 500
|
47 |
+
- training_steps: 300
|
48 |
+
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
52 |
+
|:-------------:|:------:|:----:|:---------------:|:-------:|
|
53 |
+
| 3.8281 | 0.2778 | 10 | 3.7929 | 80.4009 |
|
54 |
+
| 3.209 | 0.5556 | 20 | 3.0014 | 68.3742 |
|
55 |
+
| 2.1066 | 0.8333 | 30 | 1.7613 | 63.9198 |
|
56 |
+
| 0.9963 | 1.1111 | 40 | 0.8741 | 52.4340 |
|
57 |
+
| 0.6922 | 1.3889 | 50 | 0.7009 | 35.8256 |
|
58 |
+
| 0.5816 | 1.6667 | 60 | 0.6238 | 31.1486 |
|
59 |
+
| 0.5684 | 1.9444 | 70 | 0.5698 | 35.4757 |
|
60 |
+
| 0.427 | 2.2222 | 80 | 0.5380 | 27.2669 |
|
61 |
+
| 0.4395 | 2.5 | 90 | 0.5162 | 32.7394 |
|
62 |
+
| 0.3861 | 2.7778 | 100 | 0.4953 | 24.5307 |
|
63 |
+
| 0.3745 | 3.0556 | 110 | 0.4837 | 24.6262 |
|
64 |
+
| 0.2487 | 3.3333 | 120 | 0.4733 | 23.5762 |
|
65 |
+
| 0.2343 | 3.6111 | 130 | 0.4652 | 24.9443 |
|
66 |
+
| 0.2429 | 3.8889 | 140 | 0.4581 | 24.0853 |
|
67 |
+
| 0.1286 | 4.1667 | 150 | 0.4673 | 24.2762 |
|
68 |
+
| 0.1304 | 4.4444 | 160 | 0.4698 | 31.7213 |
|
69 |
+
| 0.1361 | 4.7222 | 170 | 0.4690 | 33.0894 |
|
70 |
+
| 0.1447 | 5.0 | 180 | 0.4812 | 24.6580 |
|
71 |
+
| 0.0617 | 5.2778 | 190 | 0.4871 | 29.9395 |
|
72 |
+
| 0.0617 | 5.5556 | 200 | 0.4884 | 24.8489 |
|
73 |
+
| 0.0577 | 5.8333 | 210 | 0.4998 | 26.8533 |
|
74 |
+
| 0.038 | 6.1111 | 220 | 0.5007 | 24.8489 |
|
75 |
+
| 0.0269 | 6.3889 | 230 | 0.5123 | 27.1397 |
|
76 |
+
| 0.0321 | 6.6667 | 240 | 0.5005 | 23.3535 |
|
77 |
+
| 0.0296 | 6.9444 | 250 | 0.5332 | 31.8804 |
|
78 |
+
| 0.0207 | 7.2222 | 260 | 0.5237 | 30.0668 |
|
79 |
+
| 0.0215 | 7.5 | 270 | 0.5223 | 25.5488 |
|
80 |
+
| 0.0198 | 7.7778 | 280 | 0.5157 | 30.1941 |
|
81 |
+
| 0.0273 | 8.0556 | 290 | 0.5290 | 27.5533 |
|
82 |
+
| 0.0197 | 8.3333 | 300 | 0.5509 | 26.9488 |
|
83 |
+
|
84 |
+
|
85 |
+
### Framework versions
|
86 |
+
|
87 |
+
- Transformers 4.40.1
|
88 |
+
- Pytorch 2.2.1+cu121
|
89 |
+
- Datasets 2.19.1.dev0
|
90 |
+
- Tokenizers 0.19.1
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 151060136
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c6f83ea61403a9f03ff4d15c90dc8a5e83ace88ce27d6bcc4176dfcd4b9fda92
|
3 |
size 151060136
|