Commit
•
93672a7
1
Parent(s):
b76113a
End of training
Browse files
README.md
CHANGED
|
@@ -8,9 +8,24 @@ tags:
|
|
| 8 |
- generated_from_trainer
|
| 9 |
datasets:
|
| 10 |
- iulik-pisik/audio_vreme
|
|
|
|
|
|
|
| 11 |
model-index:
|
| 12 |
- name: Whisper Tiny Romanian - Vreme
|
| 13 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
---
|
| 15 |
|
| 16 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -19,6 +34,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 19 |
# Whisper Tiny Romanian - Vreme
|
| 20 |
|
| 21 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Vreme ProTv dataset.
|
|
|
|
|
|
|
|
|
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
@@ -47,6 +65,16 @@ The following hyperparameters were used during training:
|
|
| 47 |
- training_steps: 4000
|
| 48 |
- mixed_precision_training: Native AMP
|
| 49 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
### Framework versions
|
| 51 |
|
| 52 |
- Transformers 4.38.2
|
|
|
|
| 8 |
- generated_from_trainer
|
| 9 |
datasets:
|
| 10 |
- iulik-pisik/audio_vreme
|
| 11 |
+
metrics:
|
| 12 |
+
- wer
|
| 13 |
model-index:
|
| 14 |
- name: Whisper Tiny Romanian - Vreme
|
| 15 |
+
results:
|
| 16 |
+
- task:
|
| 17 |
+
name: Automatic Speech Recognition
|
| 18 |
+
type: automatic-speech-recognition
|
| 19 |
+
dataset:
|
| 20 |
+
name: Vreme ProTv
|
| 21 |
+
type: iulik-pisik/audio_vreme
|
| 22 |
+
config: default
|
| 23 |
+
split: None
|
| 24 |
+
args: 'config: ro, split: test'
|
| 25 |
+
metrics:
|
| 26 |
+
- name: Wer
|
| 27 |
+
type: wer
|
| 28 |
+
value: 13.912864775996711
|
| 29 |
---
|
| 30 |
|
| 31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 34 |
# Whisper Tiny Romanian - Vreme
|
| 35 |
|
| 36 |
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Vreme ProTv dataset.
|
| 37 |
+
It achieves the following results on the evaluation set:
|
| 38 |
+
- Loss: 0.2668
|
| 39 |
+
- Wer: 13.9129
|
| 40 |
|
| 41 |
## Model description
|
| 42 |
|
|
|
|
| 65 |
- training_steps: 4000
|
| 66 |
- mixed_precision_training: Native AMP
|
| 67 |
|
| 68 |
+
### Training results
|
| 69 |
+
|
| 70 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 71 |
+
|:-------------:|:-----:|:----:|:---------------:|:-------:|
|
| 72 |
+
| 0.0494 | 6.02 | 1000 | 0.1717 | 14.1184 |
|
| 73 |
+
| 0.0033 | 12.05 | 2000 | 0.2362 | 14.3855 |
|
| 74 |
+
| 0.0011 | 18.07 | 3000 | 0.2596 | 13.9540 |
|
| 75 |
+
| 0.0008 | 24.1 | 4000 | 0.2668 | 13.9129 |
|
| 76 |
+
|
| 77 |
+
|
| 78 |
### Framework versions
|
| 79 |
|
| 80 |
- Transformers 4.38.2
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 151061672
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:381304552af85fede58f4b512cce7a6a0e65dd71a530c63800c819a8191522da
|
| 3 |
size 151061672
|
runs/Mar16_16-15-07_9354793d2157/events.out.tfevents.1710605711.9354793d2157.793.0
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:dbcbc55b411469635078948ea91c2dec1fa8cc055ea433bb892d4739cd50848e
|
| 3 |
+
size 40759
|