End of training

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: openai/whisper-large-v3
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: finetune_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. -->
+
+# finetune_v3
+
+This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1775
+- Wer: 13.8249
+
+## 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: 8
+- eval_batch_size: 4
+- seed: 42
+- distributed_type: multi-GPU
+- gradient_accumulation_steps: 4
+- 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: 5
+- training_steps: 40
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| No log        | 6.6667  | 10   | 0.2449          | 19.8157 |
+| No log        | 13.3333 | 20   | 0.1967          | 14.5161 |
+| No log        | 20.0    | 30   | 0.1821          | 14.2857 |
+| No log        | 26.6667 | 40   | 0.1775          | 13.8249 |
+
+
+### Framework versions
+
+- Transformers 4.42.3
+- Pytorch 2.2.0
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
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+  "transformers_version": "4.42.3"
+}

runs/Jul02_03-41-58_pytorch-2-2-0-gpu-py-ml-g5-8xlarge-85a188aaabcd79f8116e9b7ce4e4/events.out.tfevents.1719891748.pytorch-2-2-0-gpu-py-ml-g5-8xlarge-85a188aaabcd79f8116e9b7ce4e4.4038.0

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