End of training

README.md

@@ -0,0 +1,95 @@
+---
+license: apache-2.0
+base_model: artyomboyko/whisper-small-fine_tuned-ru-v2
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper-small-fine_tuned-ru-v2-v3
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# whisper-small-fine_tuned-ru-v2-v3
+
+This model is a fine-tuned version of [artyomboyko/whisper-small-fine_tuned-ru-v2](https://huggingface.co/artyomboyko/whisper-small-fine_tuned-ru-v2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1329
+- Wer: 12.6750
+- Cer: 3.7305
+- Learning Rate: 0.0000
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-08
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 250
+- training_steps: 15000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Wer     | Cer    | Rate   |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:------:|:------:|
+| 0.0661        | 0.09  | 500   | 0.1358          | 12.9097 | 3.8217 | 0.0000 |
+| 0.0616        | 0.17  | 1000  | 0.1357          | 12.9620 | 3.8949 | 0.0000 |
+| 0.0601        | 0.26  | 1500  | 0.1357          | 12.8795 | 3.8225 | 0.0000 |
+| 0.0666        | 0.35  | 2000  | 0.1353          | 12.9481 | 3.8871 | 0.0000 |
+| 0.0669        | 0.43  | 2500  | 0.1352          | 12.8284 | 3.8283 | 0.0000 |
+| 0.0665        | 0.52  | 3000  | 0.1351          | 12.8203 | 3.7833 | 0.0000 |
+| 0.0649        | 0.61  | 3500  | 0.1349          | 12.8098 | 3.7824 | 0.0000 |
+| 0.0607        | 0.69  | 4000  | 0.1347          | 12.8110 | 3.8105 | 0.0000 |
+| 0.0636        | 0.78  | 4500  | 0.1345          | 12.7994 | 3.7893 | 0.0000 |
+| 0.063         | 0.87  | 5000  | 0.1342          | 12.8319 | 3.8084 | 0.0000 |
+| 0.0589        | 0.95  | 5500  | 0.1341          | 12.8807 | 3.8551 | 0.0000 |
+| 0.0734        | 1.04  | 6000  | 0.1341          | 12.7691 | 3.7604 | 0.0000 |
+| 0.0577        | 1.13  | 6500  | 0.1340          | 12.7645 | 3.7602 | 0.0000 |
+| 0.052         | 1.21  | 7000  | 0.1340          | 12.7610 | 3.7655 | 0.0000 |
+| 0.0626        | 1.3   | 7500  | 0.1339          | 12.7657 | 3.7593 | 0.0000 |
+| 0.0617        | 1.39  | 8000  | 0.1338          | 12.7912 | 3.8268 | 0.0000 |
+| 0.063         | 1.47  | 8500  | 0.1337          | 12.7343 | 3.7573 | 0.0000 |
+| 0.0668        | 1.56  | 9000  | 0.1336          | 12.7308 | 3.7198 | 0.0000 |
+| 0.0634        | 1.65  | 9500  | 0.1335          | 12.7215 | 3.7400 | 0.0000 |
+| 0.0604        | 1.73  | 10000 | 0.1333          | 12.7192 | 3.7515 | 0.0000 |
+| 0.0707        | 1.82  | 10500 | 0.1333          | 12.7052 | 3.7568 | 0.0000 |
+| 0.0639        | 1.91  | 11000 | 0.1332          | 12.6983 | 3.7617 | 0.0000 |
+| 0.0617        | 1.99  | 11500 | 0.1331          | 12.6936 | 3.7402 | 0.0000 |
+| 0.0601        | 2.08  | 12000 | 0.1330          | 12.6901 | 3.7586 | 0.0000 |
+| 0.0632        | 2.17  | 12500 | 0.1330          | 12.6785 | 3.7279 | 0.0000 |
+| 0.0626        | 2.25  | 13000 | 0.1330          | 12.6808 | 3.7333 | 0.0000 |
+| 0.066         | 2.34  | 13500 | 0.1329          | 12.6704 | 3.7512 | 0.0000 |
+| 0.0674        | 2.42  | 14000 | 0.1329          | 12.6599 | 3.7384 | 0.0000 |
+| 0.0637        | 2.51  | 14500 | 0.1329          | 12.6797 | 3.7428 | 0.0000 |
+| 0.0641        | 2.6   | 15000 | 0.1329          | 12.6750 | 3.7305 | 0.0000 |
+
+
+### Framework versions
+
+- Transformers 4.36.0.dev0
+- Pytorch 2.1.1+cu121
+- Datasets 2.15.0
+- Tokenizers 0.15.0

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