Model save
Browse files- README.md +4 -31
- model-00001-of-00002.safetensors +1 -1
- model-00002-of-00002.safetensors +1 -1
- training_args.bin +1 -1
README.md
CHANGED
|
@@ -1,10 +1,8 @@
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
|
|
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
| 5 |
-
base_model: openai/whisper-large-v2
|
| 6 |
-
metrics:
|
| 7 |
-
- wer
|
| 8 |
model-index:
|
| 9 |
- name: BA_Model_V3
|
| 10 |
results: []
|
|
@@ -16,10 +14,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
# BA_Model_V3
|
| 17 |
|
| 18 |
This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) on an unknown dataset.
|
| 19 |
-
It achieves the following results on the evaluation set:
|
| 20 |
-
- Loss: 0.5502
|
| 21 |
-
- Wer: 24.6079
|
| 22 |
-
- Cer: 13.4358
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
@@ -38,7 +32,7 @@ More information needed
|
|
| 38 |
### Training hyperparameters
|
| 39 |
|
| 40 |
The following hyperparameters were used during training:
|
| 41 |
-
- learning_rate:
|
| 42 |
- train_batch_size: 8
|
| 43 |
- eval_batch_size: 8
|
| 44 |
- seed: 42
|
|
@@ -46,31 +40,10 @@ The following hyperparameters were used during training:
|
|
| 46 |
- total_train_batch_size: 16
|
| 47 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 48 |
- lr_scheduler_type: linear
|
| 49 |
-
- lr_scheduler_warmup_ratio: 0.
|
| 50 |
-
- num_epochs:
|
| 51 |
- mixed_precision_training: Native AMP
|
| 52 |
|
| 53 |
-
### Training results
|
| 54 |
-
|
| 55 |
-
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|
| 56 |
-
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
|
| 57 |
-
| 0.3329 | 1.0 | 278 | 0.3232 | 21.6707 | 12.0794 |
|
| 58 |
-
| 0.2364 | 2.0 | 556 | 0.3756 | 23.9367 | 13.5422 |
|
| 59 |
-
| 0.1902 | 3.0 | 834 | 0.4029 | 38.9055 | 23.2284 |
|
| 60 |
-
| 0.1324 | 4.0 | 1112 | 0.4090 | 24.9568 | 13.9016 |
|
| 61 |
-
| 0.0797 | 5.0 | 1390 | 0.4468 | 28.4789 | 15.9201 |
|
| 62 |
-
| 0.0505 | 6.0 | 1668 | 0.4519 | 26.8873 | 14.9458 |
|
| 63 |
-
| 0.0317 | 7.0 | 1946 | 0.4599 | 32.2435 | 18.9045 |
|
| 64 |
-
| 0.0198 | 8.0 | 2224 | 0.4814 | 25.7675 | 14.1053 |
|
| 65 |
-
| 0.0124 | 9.0 | 2502 | 0.4716 | 26.4620 | 15.1289 |
|
| 66 |
-
| 0.007 | 10.0 | 2780 | 0.5003 | 24.9236 | 13.6666 |
|
| 67 |
-
| 0.0024 | 11.0 | 3058 | 0.5149 | 25.2459 | 14.1990 |
|
| 68 |
-
| 0.0018 | 12.0 | 3336 | 0.5262 | 24.2856 | 13.5232 |
|
| 69 |
-
| 0.0006 | 13.0 | 3614 | 0.5360 | 24.0896 | 13.4676 |
|
| 70 |
-
| 0.0006 | 14.0 | 3892 | 0.5473 | 24.2059 | 13.1781 |
|
| 71 |
-
| 0.0005 | 15.0 | 4170 | 0.5502 | 24.6079 | 13.4358 |
|
| 72 |
-
|
| 73 |
-
|
| 74 |
### Framework versions
|
| 75 |
|
| 76 |
- Transformers 4.38.1
|
|
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
+
base_model: openai/whisper-large-v2
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
| 6 |
model-index:
|
| 7 |
- name: BA_Model_V3
|
| 8 |
results: []
|
|
|
|
| 14 |
# BA_Model_V3
|
| 15 |
|
| 16 |
This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
|
| 18 |
## Model description
|
| 19 |
|
|
|
|
| 32 |
### Training hyperparameters
|
| 33 |
|
| 34 |
The following hyperparameters were used during training:
|
| 35 |
+
- learning_rate: 1.5e-05
|
| 36 |
- train_batch_size: 8
|
| 37 |
- eval_batch_size: 8
|
| 38 |
- seed: 42
|
|
|
|
| 40 |
- total_train_batch_size: 16
|
| 41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 42 |
- lr_scheduler_type: linear
|
| 43 |
+
- lr_scheduler_warmup_ratio: 0.05
|
| 44 |
+
- num_epochs: 8
|
| 45 |
- mixed_precision_training: Native AMP
|
| 46 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
### Framework versions
|
| 48 |
|
| 49 |
- Transformers 4.38.1
|
model-00001-of-00002.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4992706480
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2e2fb7baa2247bb382d1c718bb9af5861bdb30f856fa17786ea090a7cd1dd71e
|
| 3 |
size 4992706480
|
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 sha256:613fe399bd020824967306096f1cf5452953ed84131f9dcbac61fb581d8a8bb4
|
| 3 |
size 1180663192
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5048
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4adc7162078682c4051827cd4b01c41268f8295667f1a3dcebce25da8326b7fa
|
| 3 |
size 5048
|