update model card README.md
Browse files
README.md
CHANGED
|
@@ -7,24 +7,9 @@ tags:
|
|
| 7 |
- generated_from_trainer
|
| 8 |
datasets:
|
| 9 |
- Bingsu/zeroth-korean
|
| 10 |
-
metrics:
|
| 11 |
-
- wer
|
| 12 |
model-index:
|
| 13 |
- name: Whisper Tiny Ko - TJ
|
| 14 |
-
results:
|
| 15 |
-
- task:
|
| 16 |
-
name: Automatic Speech Recognition
|
| 17 |
-
type: automatic-speech-recognition
|
| 18 |
-
dataset:
|
| 19 |
-
name: Zeroth-Korean
|
| 20 |
-
type: Bingsu/zeroth-korean
|
| 21 |
-
config: null
|
| 22 |
-
split: None
|
| 23 |
-
args: 'config:ko, split: test'
|
| 24 |
-
metrics:
|
| 25 |
-
- name: Wer
|
| 26 |
-
type: wer
|
| 27 |
-
value: 36.289715404306584
|
| 28 |
---
|
| 29 |
|
| 30 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -33,9 +18,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 33 |
# Whisper Tiny Ko - TJ
|
| 34 |
|
| 35 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Zeroth-Korean dataset.
|
| 36 |
-
It achieves the following results on the evaluation set:
|
| 37 |
-
- Loss: 0.3234
|
| 38 |
-
- Wer: 36.2897
|
| 39 |
|
| 40 |
## Model description
|
| 41 |
|
|
@@ -61,18 +43,9 @@ The following hyperparameters were used during training:
|
|
| 61 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 62 |
- lr_scheduler_type: linear
|
| 63 |
- lr_scheduler_warmup_steps: 500
|
| 64 |
-
- training_steps:
|
| 65 |
- mixed_precision_training: Native AMP
|
| 66 |
|
| 67 |
-
### Training results
|
| 68 |
-
|
| 69 |
-
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 70 |
-
|:-------------:|:-----:|:----:|:---------------:|:-------:|
|
| 71 |
-
| 0.6968 | 0.72 | 1000 | 0.4325 | 42.5237 |
|
| 72 |
-
| 0.2949 | 1.44 | 2000 | 0.3495 | 38.9098 |
|
| 73 |
-
| 0.2274 | 2.16 | 3000 | 0.3234 | 36.2897 |
|
| 74 |
-
|
| 75 |
-
|
| 76 |
### Framework versions
|
| 77 |
|
| 78 |
- Transformers 4.27.0.dev0
|
|
|
|
| 7 |
- generated_from_trainer
|
| 8 |
datasets:
|
| 9 |
- Bingsu/zeroth-korean
|
|
|
|
|
|
|
| 10 |
model-index:
|
| 11 |
- name: Whisper Tiny Ko - TJ
|
| 12 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
---
|
| 14 |
|
| 15 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 18 |
# Whisper Tiny Ko - TJ
|
| 19 |
|
| 20 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Zeroth-Korean dataset.
|
|
|
|
|
|
|
|
|
|
| 21 |
|
| 22 |
## Model description
|
| 23 |
|
|
|
|
| 43 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 44 |
- lr_scheduler_type: linear
|
| 45 |
- lr_scheduler_warmup_steps: 500
|
| 46 |
+
- training_steps: 2000
|
| 47 |
- mixed_precision_training: Native AMP
|
| 48 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49 |
### Framework versions
|
| 50 |
|
| 51 |
- Transformers 4.27.0.dev0
|