End of training
Browse files- README.md +15 -2
- all_results.json +16 -0
- eval_results.json +10 -0
- train_results.json +9 -0
- trainer_state.json +92 -0
README.md
CHANGED
|
@@ -4,11 +4,24 @@ license: apache-2.0
|
|
| 4 |
base_model: openai/whisper-base
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
|
|
|
|
|
|
| 7 |
metrics:
|
| 8 |
- wer
|
| 9 |
model-index:
|
| 10 |
- name: whisper-base-zza
|
| 11 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
---
|
| 13 |
|
| 14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -16,7 +29,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
# whisper-base-zza
|
| 18 |
|
| 19 |
-
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
- Loss: 4.0956
|
| 22 |
- Wer: 1.2574
|
|
|
|
| 4 |
base_model: openai/whisper-base
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
| 7 |
+
datasets:
|
| 8 |
+
- razhan/DOLMA-speech
|
| 9 |
metrics:
|
| 10 |
- wer
|
| 11 |
model-index:
|
| 12 |
- name: whisper-base-zza
|
| 13 |
+
results:
|
| 14 |
+
- task:
|
| 15 |
+
name: Automatic Speech Recognition
|
| 16 |
+
type: automatic-speech-recognition
|
| 17 |
+
dataset:
|
| 18 |
+
name: razhan/DOLMA-speech zazaki
|
| 19 |
+
type: razhan/DOLMA-speech
|
| 20 |
+
args: zazaki
|
| 21 |
+
metrics:
|
| 22 |
+
- name: Wer
|
| 23 |
+
type: wer
|
| 24 |
+
value: 1.2574447646493756
|
| 25 |
---
|
| 26 |
|
| 27 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 29 |
|
| 30 |
# whisper-base-zza
|
| 31 |
|
| 32 |
+
This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the razhan/DOLMA-speech zazaki dataset.
|
| 33 |
It achieves the following results on the evaluation set:
|
| 34 |
- Loss: 4.0956
|
| 35 |
- Wer: 1.2574
|
all_results.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_cer": 1.0132317562149158,
|
| 4 |
+
"eval_loss": 4.095639228820801,
|
| 5 |
+
"eval_runtime": 18.0801,
|
| 6 |
+
"eval_samples": 50,
|
| 7 |
+
"eval_samples_per_second": 2.765,
|
| 8 |
+
"eval_steps_per_second": 0.055,
|
| 9 |
+
"eval_wer": 1.2574447646493756,
|
| 10 |
+
"total_flos": 1.2453119162056704e+17,
|
| 11 |
+
"train_loss": 4.744624328613281,
|
| 12 |
+
"train_runtime": 205.8732,
|
| 13 |
+
"train_samples": 201,
|
| 14 |
+
"train_samples_per_second": 4.882,
|
| 15 |
+
"train_steps_per_second": 0.024
|
| 16 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_cer": 1.0132317562149158,
|
| 4 |
+
"eval_loss": 4.095639228820801,
|
| 5 |
+
"eval_runtime": 18.0801,
|
| 6 |
+
"eval_samples": 50,
|
| 7 |
+
"eval_samples_per_second": 2.765,
|
| 8 |
+
"eval_steps_per_second": 0.055,
|
| 9 |
+
"eval_wer": 1.2574447646493756
|
| 10 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"total_flos": 1.2453119162056704e+17,
|
| 4 |
+
"train_loss": 4.744624328613281,
|
| 5 |
+
"train_runtime": 205.8732,
|
| 6 |
+
"train_samples": 201,
|
| 7 |
+
"train_samples_per_second": 4.882,
|
| 8 |
+
"train_steps_per_second": 0.024
|
| 9 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,92 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 5,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_cer": 1.014635124298316,
|
| 14 |
+
"eval_loss": 4.783146858215332,
|
| 15 |
+
"eval_runtime": 18.4638,
|
| 16 |
+
"eval_samples_per_second": 2.708,
|
| 17 |
+
"eval_steps_per_second": 0.054,
|
| 18 |
+
"eval_wer": 1.2622478386167146,
|
| 19 |
+
"step": 1
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_cer": 1.014635124298316,
|
| 24 |
+
"eval_loss": 4.783146858215332,
|
| 25 |
+
"eval_runtime": 18.2084,
|
| 26 |
+
"eval_samples_per_second": 2.746,
|
| 27 |
+
"eval_steps_per_second": 0.055,
|
| 28 |
+
"eval_wer": 1.2622478386167146,
|
| 29 |
+
"step": 2
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 3.0,
|
| 33 |
+
"eval_cer": 1.014635124298316,
|
| 34 |
+
"eval_loss": 4.783146858215332,
|
| 35 |
+
"eval_runtime": 17.8831,
|
| 36 |
+
"eval_samples_per_second": 2.796,
|
| 37 |
+
"eval_steps_per_second": 0.056,
|
| 38 |
+
"eval_wer": 1.2622478386167146,
|
| 39 |
+
"step": 3
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 4.0,
|
| 43 |
+
"eval_cer": 1.014635124298316,
|
| 44 |
+
"eval_loss": 4.783146858215332,
|
| 45 |
+
"eval_runtime": 18.0669,
|
| 46 |
+
"eval_samples_per_second": 2.767,
|
| 47 |
+
"eval_steps_per_second": 0.055,
|
| 48 |
+
"eval_wer": 1.2622478386167146,
|
| 49 |
+
"step": 4
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 5.0,
|
| 53 |
+
"eval_cer": 1.0132317562149158,
|
| 54 |
+
"eval_loss": 4.095639228820801,
|
| 55 |
+
"eval_runtime": 17.4499,
|
| 56 |
+
"eval_samples_per_second": 2.865,
|
| 57 |
+
"eval_steps_per_second": 0.057,
|
| 58 |
+
"eval_wer": 1.2574447646493756,
|
| 59 |
+
"step": 5
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 5.0,
|
| 63 |
+
"step": 5,
|
| 64 |
+
"total_flos": 1.2453119162056704e+17,
|
| 65 |
+
"train_loss": 4.744624328613281,
|
| 66 |
+
"train_runtime": 205.8732,
|
| 67 |
+
"train_samples_per_second": 4.882,
|
| 68 |
+
"train_steps_per_second": 0.024
|
| 69 |
+
}
|
| 70 |
+
],
|
| 71 |
+
"logging_steps": 10,
|
| 72 |
+
"max_steps": 5,
|
| 73 |
+
"num_input_tokens_seen": 0,
|
| 74 |
+
"num_train_epochs": 5,
|
| 75 |
+
"save_steps": 500,
|
| 76 |
+
"stateful_callbacks": {
|
| 77 |
+
"TrainerControl": {
|
| 78 |
+
"args": {
|
| 79 |
+
"should_epoch_stop": false,
|
| 80 |
+
"should_evaluate": false,
|
| 81 |
+
"should_log": false,
|
| 82 |
+
"should_save": true,
|
| 83 |
+
"should_training_stop": true
|
| 84 |
+
},
|
| 85 |
+
"attributes": {}
|
| 86 |
+
}
|
| 87 |
+
},
|
| 88 |
+
"total_flos": 1.2453119162056704e+17,
|
| 89 |
+
"train_batch_size": 192,
|
| 90 |
+
"trial_name": null,
|
| 91 |
+
"trial_params": null
|
| 92 |
+
}
|