Model save
Browse files
README.md
CHANGED
|
@@ -1,6 +1,8 @@
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
|
|
|
|
|
|
| 4 |
model-index:
|
| 5 |
- name: whisper-tiny.en
|
| 6 |
results: []
|
|
@@ -12,6 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 12 |
# whisper-tiny.en
|
| 13 |
|
| 14 |
This model was trained from scratch on the None dataset.
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
## Model description
|
| 17 |
|
|
@@ -31,18 +36,22 @@ More information needed
|
|
| 31 |
|
| 32 |
The following hyperparameters were used during training:
|
| 33 |
- learning_rate: 5e-06
|
| 34 |
-
- train_batch_size:
|
| 35 |
-
- eval_batch_size:
|
| 36 |
- seed: 42
|
| 37 |
- gradient_accumulation_steps: 8
|
| 38 |
-
- total_train_batch_size:
|
| 39 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 40 |
- lr_scheduler_type: linear
|
| 41 |
- lr_scheduler_warmup_steps: 500
|
| 42 |
- num_epochs: 10
|
|
|
|
| 43 |
|
| 44 |
### Training results
|
| 45 |
|
|
|
|
|
|
|
|
|
|
| 46 |
|
| 47 |
|
| 48 |
### Framework versions
|
|
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
| 4 |
+
metrics:
|
| 5 |
+
- wer
|
| 6 |
model-index:
|
| 7 |
- name: whisper-tiny.en
|
| 8 |
results: []
|
|
|
|
| 14 |
# whisper-tiny.en
|
| 15 |
|
| 16 |
This model was trained from scratch on the None dataset.
|
| 17 |
+
It achieves the following results on the evaluation set:
|
| 18 |
+
- Loss: 0.8196
|
| 19 |
+
- Wer: 41.9679
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 36 |
|
| 37 |
The following hyperparameters were used during training:
|
| 38 |
- learning_rate: 5e-06
|
| 39 |
+
- train_batch_size: 2
|
| 40 |
+
- eval_batch_size: 2
|
| 41 |
- seed: 42
|
| 42 |
- gradient_accumulation_steps: 8
|
| 43 |
+
- total_train_batch_size: 16
|
| 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 |
- num_epochs: 10
|
| 48 |
+
- mixed_precision_training: Native AMP
|
| 49 |
|
| 50 |
### Training results
|
| 51 |
|
| 52 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 53 |
+
|:-------------:|:-----:|:----:|:---------------:|:-------:|
|
| 54 |
+
| 0.6241 | 6.02 | 500 | 0.8196 | 41.9679 |
|
| 55 |
|
| 56 |
|
| 57 |
### Framework versions
|
generation_config.json
CHANGED
|
@@ -47,10 +47,11 @@
|
|
| 47 |
]
|
| 48 |
],
|
| 49 |
"is_multilingual": false,
|
| 50 |
-
"max_initial_timestamp_index":
|
| 51 |
"max_length": 448,
|
| 52 |
"no_timestamps_token_id": 50362,
|
| 53 |
"pad_token_id": 50256,
|
|
|
|
| 54 |
"return_timestamps": false,
|
| 55 |
"suppress_tokens": [
|
| 56 |
1,
|
|
@@ -144,5 +145,5 @@
|
|
| 144 |
50360,
|
| 145 |
50361
|
| 146 |
],
|
| 147 |
-
"transformers_version": "4.
|
| 148 |
}
|
|
|
|
| 47 |
]
|
| 48 |
],
|
| 49 |
"is_multilingual": false,
|
| 50 |
+
"max_initial_timestamp_index": 50,
|
| 51 |
"max_length": 448,
|
| 52 |
"no_timestamps_token_id": 50362,
|
| 53 |
"pad_token_id": 50256,
|
| 54 |
+
"prev_sot_token_id": 50360,
|
| 55 |
"return_timestamps": false,
|
| 56 |
"suppress_tokens": [
|
| 57 |
1,
|
|
|
|
| 145 |
50360,
|
| 146 |
50361
|
| 147 |
],
|
| 148 |
+
"transformers_version": "4.35.2"
|
| 149 |
}
|
runs/Dec30_14-09-57_1f62fb92ba29/events.out.tfevents.1735567798.1f62fb92ba29.2191.0
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:bec8697a6c8668ed9511a6e177bf7cbf9377bb4708685fd2f3d8ed1693eb8f5e
|
| 3 |
+
size 7903
|