Wellington Vumu commited on
faster-whisper-small-nya-tknSW
Browse files
README.md
CHANGED
|
@@ -4,6 +4,8 @@ license: apache-2.0
|
|
| 4 |
base_model: openai/whisper-small
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
|
|
|
|
|
|
| 7 |
model-index:
|
| 8 |
- name: output
|
| 9 |
results: []
|
|
@@ -16,14 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on an unknown dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
-
-
|
| 20 |
-
-
|
| 21 |
-
-
|
| 22 |
-
- eval_runtime: 258.7829
|
| 23 |
-
- eval_samples_per_second: 2.404
|
| 24 |
-
- eval_steps_per_second: 0.301
|
| 25 |
-
- epoch: 8.6621
|
| 26 |
-
- step: 2200
|
| 27 |
|
| 28 |
## Model description
|
| 29 |
|
|
@@ -54,6 +51,23 @@ The following hyperparameters were used during training:
|
|
| 54 |
- training_steps: 10000
|
| 55 |
- mixed_precision_training: Native AMP
|
| 56 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 57 |
### Framework versions
|
| 58 |
|
| 59 |
- Transformers 4.57.1
|
|
|
|
| 4 |
base_model: openai/whisper-small
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
| 7 |
+
metrics:
|
| 8 |
+
- wer
|
| 9 |
model-index:
|
| 10 |
- name: output
|
| 11 |
results: []
|
|
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on an unknown dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.5610
|
| 22 |
+
- Wer: 0.4369
|
| 23 |
+
- Cer: 0.2391
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
|
| 25 |
## Model description
|
| 26 |
|
|
|
|
| 51 |
- training_steps: 10000
|
| 52 |
- mixed_precision_training: Native AMP
|
| 53 |
|
| 54 |
+
### Training results
|
| 55 |
+
|
| 56 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|
| 57 |
+
|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
|
| 58 |
+
| 0.9794 | 0.7882 | 200 | 1.4261 | 0.7751 | 0.2368 |
|
| 59 |
+
| 0.4482 | 1.5754 | 400 | 0.9341 | 0.5545 | 0.1791 |
|
| 60 |
+
| 0.2978 | 2.3626 | 600 | 0.7387 | 0.4951 | 0.1833 |
|
| 61 |
+
| 0.2087 | 3.1498 | 800 | 0.6379 | 0.6575 | 0.3344 |
|
| 62 |
+
| 0.1782 | 3.9379 | 1000 | 0.5686 | 0.3875 | 0.1540 |
|
| 63 |
+
| 0.1275 | 4.7251 | 1200 | 0.5456 | 0.3472 | 0.1295 |
|
| 64 |
+
| 0.0894 | 5.5123 | 1400 | 0.5294 | 0.4248 | 0.2279 |
|
| 65 |
+
| 0.05 | 6.2995 | 1600 | 0.5384 | 0.3768 | 0.1744 |
|
| 66 |
+
| 0.0471 | 7.0867 | 1800 | 0.5511 | 0.5286 | 0.3003 |
|
| 67 |
+
| 0.0297 | 7.8749 | 2000 | 0.5557 | 0.3863 | 0.1668 |
|
| 68 |
+
| 0.0167 | 8.6621 | 2200 | 0.5610 | 0.4369 | 0.2391 |
|
| 69 |
+
|
| 70 |
+
|
| 71 |
### Framework versions
|
| 72 |
|
| 73 |
- Transformers 4.57.1
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 966995080
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0250c7439015f6f7fdf7046ed3085c52239de560e4628f34661618d07370bbdf
|
| 3 |
size 966995080
|
runs/Oct25_10-25-27_e51d2280198c/events.out.tfevents.1761387932.e51d2280198c.1869.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:93a41e6c0e6f744bdd26a5087bff99f55a18f61baa131db23ec0e1db411ad97e
|
| 3 |
+
size 20404
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5969
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55350a2ab7e440e3e8a3bfda778c9ef42b5a0fcf176554ec69d124954ab98900
|
| 3 |
size 5969
|