End of training

README.md

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+---
+library_name: transformers
+language:
+- th
+license: apache-2.0
+base_model: openai/whisper-medium
+tags:
+- asr
+- speech-recognition
+- thai
+- custom-model
+- fine-tuning
+- Common Voice
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: Whisper Medium TH - Custom datasets and Common voice 17
+  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 Medium TH - Custom datasets and Common voice 17
+
+This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the mozilla-foundation/common_voice_17_0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1365
+- Wer: 59.1432
+
+## 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: 16
+- 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: 3000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.267         | 0.2405 | 500  | 0.2401          | 77.2512 |
+| 0.1975        | 0.4810 | 1000 | 0.1865          | 68.8672 |
+| 0.1935        | 0.7215 | 1500 | 0.1659          | 64.4477 |
+| 0.1591        | 0.9620 | 2000 | 0.1477          | 63.3167 |
+| 0.0821        | 1.2025 | 2500 | 0.1431          | 60.2557 |
+| 0.0762        | 1.4430 | 3000 | 0.1365          | 59.1432 |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.5.1+cu121
+- Datasets 3.2.0
+- Tokenizers 0.20.3

generation_config.json

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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
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+  "task_to_id": {
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+    "translate": 50358
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+  "transformers_version": "4.45.2"
+}

runs/Dec13_09-54-51_cbb205f33906/events.out.tfevents.1734143813.cbb205f33906.731.1

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