End of training

README.md

@@ -0,0 +1,83 @@
+---
+language:
+- ro
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- iulik-pisik/audio_vreme
+metrics:
+- wer
+model-index:
+- name: Whisper Tiny Romanian - Vreme Florin Busuioc
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Vreme ProTv - Florin Busuioc
+      type: iulik-pisik/audio_vreme
+      config: default
+      split: None
+      args: 'config: ro, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 15.550924719979161
+---
+
+<!-- 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 Romanian - Vreme Florin Busuioc
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Vreme ProTv - Florin Busuioc dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3196
+- Wer: 15.5509
+
+## 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     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.0349        | 7.63  | 1000 | 0.2170          | 16.5147 |
+| 0.0018        | 15.27 | 2000 | 0.2874          | 15.6030 |
+| 0.0009        | 22.9  | 3000 | 0.3114          | 15.5249 |
+| 0.0006        | 30.53 | 4000 | 0.3196          | 15.5509 |
+
+
+### Framework versions
+
+- Transformers 4.39.1
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

generation_config.json

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+  "forced_decoder_ids": [
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+  "transformers_version": "4.39.1"
+}

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