End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: openai/whisper-medium
+tags:
+- generated_from_trainer
+datasets:
+- yashtiwari/PaulMooney-Medical-ASR-Data
+metrics:
+- wer
+model-index:
+- name: Whisper Medium Medical
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Medical ASR
+      type: yashtiwari/PaulMooney-Medical-ASR-Data
+    metrics:
+    - name: Wer
+      type: wer
+      value: 12.406468742457157
+---
+
+<!-- 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 Medical
+
+This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Medical ASR dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0995
+- Wer: 12.4065
+
+## 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: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 50
+- training_steps: 500
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.7532        | 0.1357 | 100  | 0.2695          | 13.0099 |
+| 0.2155        | 0.2714 | 200  | 0.2053          | 9.8238  |
+| 0.2392        | 0.4071 | 300  | 0.1567          | 8.9549  |
+| 0.151         | 0.5427 | 400  | 0.1159          | 6.9273  |
+| 0.1439        | 0.6784 | 500  | 0.0995          | 12.4065 |
+
+
+### Framework versions
+
+- Transformers 4.45.1
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.20.0

generation_config.json

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+  "transformers_version": "4.45.1"
+}