End of training

README.md

@@ -0,0 +1,80 @@
+---
+language:
+- en
+license: apache-2.0
+base_model: openai/whisper-base.en
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- SLURP-dataset
+metrics:
+- wer
+model-index:
+- name: Whisper Base En - Youssef Tarek
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: SLURP
+      type: SLURP-dataset
+      args: 'config: en, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 25.911065345784657
+---
+
+<!-- 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 Base En - Youssef Tarek
+
+This model is a fine-tuned version of [openai/whisper-base.en](https://huggingface.co/openai/whisper-base.en) on the SLURP dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3891
+- Wer: 25.9111
+
+## 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
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.2462        | 1.39  | 1000 | 0.3726          | 25.4293 |
+| 0.1183        | 2.78  | 2000 | 0.3571          | 24.0966 |
+| 0.054         | 4.17  | 3000 | 0.3811          | 25.8318 |
+| 0.0348        | 5.56  | 4000 | 0.3891          | 25.9111 |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.2
+- Datasets 2.18.0
+- Tokenizers 0.15.1

generation_config.json

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+  "forced_decoder_ids": [
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+  "is_multilingual": false,
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+  "transformers_version": "4.38.1"
+}

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