Jonnhan commited on
Commit
d587795
1 Parent(s): ca4f4ac

Training in progress, step 890

Browse files
README.md CHANGED
@@ -1,67 +1,64 @@
1
- ---
2
- license: apache-2.0
3
- base_model: openai/whisper-tiny
4
- tags:
5
- - generated_from_trainer
6
- metrics:
7
- - wer
8
- model-index:
9
- - name: whisper-tiny-en
10
- results: []
11
- datasets:
12
- - PolyAI/minds14
13
- pipeline_tag: automatic-speech-recognition
14
- ---
15
-
16
- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
17
- should probably proofread and complete it, then remove this comment. -->
18
-
19
- # whisper-tiny-en
20
-
21
- This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
22
- It achieves the following results on the evaluation set:
23
- - Loss: 0.4317
24
- - Wer Ortho: 0.3226
25
- - Wer: 0.3235
26
-
27
- ## Model description
28
-
29
- More information needed
30
-
31
- ## Intended uses & limitations
32
-
33
- More information needed
34
-
35
- ## Training and evaluation data
36
-
37
- More information needed
38
-
39
- ## Training procedure
40
-
41
- ### Training hyperparameters
42
-
43
- The following hyperparameters were used during training:
44
- - learning_rate: 1e-05
45
- - train_batch_size: 1
46
- - eval_batch_size: 1
47
- - seed: 42
48
- - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
49
- - lr_scheduler_type: constant_with_warmup
50
- - lr_scheduler_warmup_steps: 50
51
- - training_steps: 445
52
- - mixed_precision_training: Native AMP
53
-
54
- ### Training results
55
-
56
- | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
57
- |:-------------:|:------:|:----:|:---------------:|:---------:|:------:|
58
- | 0.3756 | 0.3371 | 150 | 0.4822 | 0.3492 | 0.3512 |
59
- | 0.4808 | 0.6742 | 300 | 0.4317 | 0.3226 | 0.3235 |
60
-
61
-
62
- ### Framework versions
63
-
64
- - Transformers 4.44.0
65
- - Pytorch 2.1.1+cu118
66
- - Datasets 2.20.0
67
- - Tokenizers 0.19.1
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: openai/whisper-tiny
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - wer
8
+ model-index:
9
+ - name: whisper-tiny-en
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
+ # whisper-tiny-en
17
+
18
+ This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.4317
21
+ - Wer Ortho: 0.3226
22
+ - Wer: 0.3235
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 1e-05
42
+ - train_batch_size: 1
43
+ - eval_batch_size: 1
44
+ - seed: 42
45
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
+ - lr_scheduler_type: constant_with_warmup
47
+ - lr_scheduler_warmup_steps: 50
48
+ - training_steps: 445
49
+ - mixed_precision_training: Native AMP
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
54
+ |:-------------:|:------:|:----:|:---------------:|:---------:|:------:|
55
+ | 0.3756 | 0.3371 | 150 | 0.4822 | 0.3492 | 0.3512 |
56
+ | 0.4808 | 0.6742 | 300 | 0.4317 | 0.3226 | 0.3235 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.44.0
62
+ - Pytorch 2.1.1+cu118
63
+ - Datasets 2.20.0
64
+ - Tokenizers 0.19.1
 
 
 
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bff4d22a9e3ff9392acedb86129246e35646e5d606586440fcbfa366f2ec8969
3
  size 151061672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e831b56d9f8f3cd3b31d8496a12558b2c0826b8f8151f565db3ba6e1ce3a0a1d
3
  size 151061672
runs/Sep02_20-10-27_DESKTOP-A4P1BK1/events.out.tfevents.1725318632.DESKTOP-A4P1BK1.33100.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7428520da3e056a80aa3b8949c9fb487188e4d7d20585faebe6093fa0e6383df
3
+ size 14814
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9fe01571ebdf61aa395da1f3129218f9331ededa159185548ddf7c2e3db7e79c
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4cff84438531cd3a0c5eb42f9f5d394e6a0b78ca34690f2d1866c8b6445da0fa
3
  size 5368