End of training

README.md

@@ -0,0 +1,82 @@
+---
+language:
+- ru
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_14_0
+metrics:
+- wer
+model-index:
+- name: Whisper Tiny Ru
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 14.0
+      type: mozilla-foundation/common_voice_14_0
+      config: ru
+      split: None
+      args: 'config: ru, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 188.79573968349942
+---
+
+<!-- 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 Tiny Ru
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Common Voice 14.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4739
+- Wer: 188.7957
+
+## 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: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer      |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.464         | 0.61  | 1000 | 0.5444          | 201.0197 |
+| 0.3774        | 1.22  | 2000 | 0.5003          | 180.8949 |
+| 0.3566        | 1.82  | 3000 | 0.4796          | 195.6722 |
+| 0.2962        | 2.43  | 4000 | 0.4739          | 188.7957 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.2.2
+- Datasets 2.18.0
+- Tokenizers 0.15.1

generation_config.json

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+  "is_multilingual": true,
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+  "language": "russian",
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+  "task": "transcribe",
+  "task_to_id": {
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+  "transformers_version": "4.37.2"
+}

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