End of training
Browse files
README.md
CHANGED
|
@@ -8,22 +8,9 @@ tags:
|
|
| 8 |
- generated_from_trainer
|
| 9 |
datasets:
|
| 10 |
- stdbug/common-voice-17-ba
|
| 11 |
-
metrics:
|
| 12 |
-
- wer
|
| 13 |
model-index:
|
| 14 |
- name: Whisper base bashkir
|
| 15 |
-
results:
|
| 16 |
-
- task:
|
| 17 |
-
type: automatic-speech-recognition
|
| 18 |
-
name: Automatic Speech Recognition
|
| 19 |
-
dataset:
|
| 20 |
-
name: Common Voice 17.0 (ba)
|
| 21 |
-
type: stdbug/common-voice-17-ba
|
| 22 |
-
args: 'config: ba, split: test'
|
| 23 |
-
metrics:
|
| 24 |
-
- type: wer
|
| 25 |
-
value: 37.07627118644068
|
| 26 |
-
name: Wer
|
| 27 |
---
|
| 28 |
|
| 29 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -32,9 +19,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 32 |
# Whisper base bashkir
|
| 33 |
|
| 34 |
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the Common Voice 17.0 (ba) dataset.
|
| 35 |
-
It achieves the following results on the evaluation set:
|
| 36 |
-
- Loss: 0.2252
|
| 37 |
-
- Wer: 37.0763
|
| 38 |
|
| 39 |
## Model description
|
| 40 |
|
|
@@ -54,22 +38,15 @@ More information needed
|
|
| 54 |
|
| 55 |
The following hyperparameters were used during training:
|
| 56 |
- learning_rate: 1e-05
|
| 57 |
-
- train_batch_size:
|
| 58 |
-
- eval_batch_size:
|
| 59 |
- seed: 42
|
| 60 |
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 61 |
- lr_scheduler_type: linear
|
| 62 |
-
- lr_scheduler_warmup_steps:
|
| 63 |
-
- training_steps:
|
| 64 |
- mixed_precision_training: Native AMP
|
| 65 |
|
| 66 |
-
### Training results
|
| 67 |
-
|
| 68 |
-
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 69 |
-
|:-------------:|:------:|:----:|:---------------:|:-------:|
|
| 70 |
-
| 0.2013 | 0.9994 | 1730 | 0.2252 | 37.0763 |
|
| 71 |
-
|
| 72 |
-
|
| 73 |
### Framework versions
|
| 74 |
|
| 75 |
- Transformers 4.48.1
|
|
|
|
| 8 |
- generated_from_trainer
|
| 9 |
datasets:
|
| 10 |
- stdbug/common-voice-17-ba
|
|
|
|
|
|
|
| 11 |
model-index:
|
| 12 |
- name: Whisper base bashkir
|
| 13 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
---
|
| 15 |
|
| 16 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 19 |
# Whisper base bashkir
|
| 20 |
|
| 21 |
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the Common Voice 17.0 (ba) dataset.
|
|
|
|
|
|
|
|
|
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
|
|
| 38 |
|
| 39 |
The following hyperparameters were used during training:
|
| 40 |
- learning_rate: 1e-05
|
| 41 |
+
- train_batch_size: 4
|
| 42 |
+
- eval_batch_size: 4
|
| 43 |
- seed: 42
|
| 44 |
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 45 |
- lr_scheduler_type: linear
|
| 46 |
+
- lr_scheduler_warmup_steps: 500
|
| 47 |
+
- training_steps: 33418
|
| 48 |
- mixed_precision_training: Native AMP
|
| 49 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
### Framework versions
|
| 51 |
|
| 52 |
- Transformers 4.48.1
|
config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"_name_or_path": "
|
| 3 |
"activation_dropout": 0.0,
|
| 4 |
"activation_function": "gelu",
|
| 5 |
"apply_spec_augment": false,
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "openai/whisper-base",
|
| 3 |
"activation_dropout": 0.0,
|
| 4 |
"activation_function": "gelu",
|
| 5 |
"apply_spec_augment": false,
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 290403936
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:07cadb9f25677c8d50df603e66a98fbd842cce45047139baeb16e6219a1e807b
|
| 3 |
size 290403936
|
runs/Jan30_17-22-17_DESKTOP-GRFRT6G/events.out.tfevents.1738254139.DESKTOP-GRFRT6G.70465.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:655130c0fd33e6ba160a66cd8cd380f395264888faa6ae5d375546e2df78ee66
|
| 3 |
+
size 18149
|
runs/Jan30_18-08-14_DESKTOP-GRFRT6G/events.out.tfevents.1738256895.DESKTOP-GRFRT6G.73726.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:306e2be40ee48d736843abdcff1b71ee72420d62e0a7882c85cae4524c58e201
|
| 3 |
+
size 5934
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5496
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4e339d67f1951d8b69b3c821ff850cbec8a32954e3c2e7f3c68fe9831099104
|
| 3 |
size 5496
|