benmajor27
commited on
Commit
•
246576b
1
Parent(s):
be96de3
End of training
Browse files
README.md
CHANGED
@@ -7,25 +7,35 @@ tags:
|
|
7 |
- generated_from_trainer
|
8 |
datasets:
|
9 |
- mozilla-foundation/common_voice_17_0
|
|
|
|
|
10 |
model-index:
|
11 |
-
- name: Whisper Large-v3
|
12 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
---
|
14 |
|
15 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
16 |
should probably proofread and complete it, then remove this comment. -->
|
17 |
|
18 |
-
# Whisper Large-v3
|
19 |
|
20 |
This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the Common Voice 17.0 dataset.
|
21 |
It achieves the following results on the evaluation set:
|
22 |
-
-
|
23 |
-
-
|
24 |
-
- eval_runtime: 966.6053
|
25 |
-
- eval_samples_per_second: 1.035
|
26 |
-
- eval_steps_per_second: 0.259
|
27 |
-
- epoch: 0.6596
|
28 |
-
- step: 1000
|
29 |
|
30 |
## Model description
|
31 |
|
@@ -45,15 +55,24 @@ More information needed
|
|
45 |
|
46 |
The following hyperparameters were used during training:
|
47 |
- learning_rate: 1e-05
|
48 |
-
- train_batch_size:
|
49 |
- eval_batch_size: 4
|
50 |
- seed: 42
|
|
|
|
|
51 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
52 |
- lr_scheduler_type: linear
|
53 |
-
- lr_scheduler_warmup_steps:
|
54 |
-
- training_steps:
|
55 |
- mixed_precision_training: Native AMP
|
56 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
57 |
### Framework versions
|
58 |
|
59 |
- Transformers 4.41.2
|
|
|
7 |
- generated_from_trainer
|
8 |
datasets:
|
9 |
- mozilla-foundation/common_voice_17_0
|
10 |
+
metrics:
|
11 |
+
- wer
|
12 |
model-index:
|
13 |
+
- name: Whisper Large-v3 Hu_v2 - snoopyben27
|
14 |
+
results:
|
15 |
+
- task:
|
16 |
+
name: Automatic Speech Recognition
|
17 |
+
type: automatic-speech-recognition
|
18 |
+
dataset:
|
19 |
+
name: Common Voice 17.0
|
20 |
+
type: mozilla-foundation/common_voice_17_0
|
21 |
+
config: default
|
22 |
+
split: test
|
23 |
+
args: 'config: hu, split: test'
|
24 |
+
metrics:
|
25 |
+
- name: Wer
|
26 |
+
type: wer
|
27 |
+
value: 14.057158484889923
|
28 |
---
|
29 |
|
30 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
31 |
should probably proofread and complete it, then remove this comment. -->
|
32 |
|
33 |
+
# Whisper Large-v3 Hu_v2 - snoopyben27
|
34 |
|
35 |
This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the Common Voice 17.0 dataset.
|
36 |
It achieves the following results on the evaluation set:
|
37 |
+
- Loss: 0.1284
|
38 |
+
- Wer: 14.0572
|
|
|
|
|
|
|
|
|
|
|
39 |
|
40 |
## Model description
|
41 |
|
|
|
55 |
|
56 |
The following hyperparameters were used during training:
|
57 |
- learning_rate: 1e-05
|
58 |
+
- train_batch_size: 8
|
59 |
- eval_batch_size: 4
|
60 |
- seed: 42
|
61 |
+
- gradient_accumulation_steps: 2
|
62 |
+
- total_train_batch_size: 16
|
63 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
64 |
- lr_scheduler_type: linear
|
65 |
+
- lr_scheduler_warmup_steps: 10
|
66 |
+
- training_steps: 250
|
67 |
- mixed_precision_training: Native AMP
|
68 |
|
69 |
+
### Training results
|
70 |
+
|
71 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
72 |
+
|:-------------:|:------:|:----:|:---------------:|:-------:|
|
73 |
+
| 0.1306 | 0.0825 | 250 | 0.1284 | 14.0572 |
|
74 |
+
|
75 |
+
|
76 |
### Framework versions
|
77 |
|
78 |
- Transformers 4.41.2
|
model-00001-of-00002.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4993448880
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:274d9b9115b2266d8d66129b8c4c93dc9fb9ea5ec72c3cd3cf134e8a519e5d75
|
3 |
size 4993448880
|
model-00002-of-00002.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1180663192
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fbde048a6f500acc3c2a3240fb0cc29e9a8c0885850c6c2115174cedb9acfcd6
|
3 |
size 1180663192
|
runs/Jun27_15-41-36_c86079fec55a/events.out.tfevents.1719502907.c86079fec55a.490.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ae0ff62a284bdbc081cd6a7b87585456ea64e584438148947a9ed2e7093bfdca
|
3 |
+
size 8352
|