ymoslem commited on
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Model save

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README.md CHANGED
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  ---
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- language:
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- - ga
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- - en
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  license: apache-2.0
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  base_model: openai/whisper-small
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  tags:
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  - generated_from_trainer
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- datasets:
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- - ymoslem/IWSLT2023-GA-EN
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- - ymoslem/FLEURS-GA-EN
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- - ymoslem/BitesizeIrish-GA-EN
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- - ymoslem/SpokenWords-GA-EN-MTed
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- - ymoslem/Tatoeba-Speech-Irish
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- - ymoslem/Wikimedia-Speech-Irish
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- metrics:
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- - bleu
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- - wer
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  model-index:
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- - name: Whisper Small GA-EN Speech Translation
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- results:
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- - task:
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- name: Automatic Speech Recognition
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- type: automatic-speech-recognition
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- dataset:
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- name: IWSLT-2023, FLEURS, BiteSize, SpokenWords, Tatoeba, and Wikimedia
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- type: ymoslem/IWSLT2023-GA-EN
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- metrics:
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- - name: Bleu
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- type: bleu
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- value: 25.68
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- - name: Wer
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- type: wer
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- value: 71.04907699234579
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # Whisper Small GA-EN Speech Translation
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- This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the IWSLT-2023, FLEURS, BiteSize, SpokenWords, Tatoeba, and Wikimedia dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 1.1571
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- - Bleu: 25.68
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- - Chrf: 45.53
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- - Wer: 71.0491
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  ## Model description
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@@ -70,25 +39,9 @@ The following hyperparameters were used during training:
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_steps: 0.03
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- - training_steps: 1000
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  - mixed_precision_training: Native AMP
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Bleu | Chrf | Wer |
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- |:-------------:|:-----:|:----:|:---------------:|:-----:|:-----:|:--------:|
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- | 2.6685 | 0.07 | 100 | 2.0544 | 5.05 | 20.18 | 139.8919 |
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- | 2.4028 | 0.13 | 200 | 1.7367 | 12.29 | 29.72 | 95.5425 |
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- | 2.1231 | 0.2 | 300 | 1.6141 | 14.33 | 30.77 | 101.3958 |
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- | 1.9192 | 0.26 | 400 | 1.4778 | 16.86 | 35.65 | 91.0851 |
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- | 1.7129 | 0.33 | 500 | 1.3811 | 16.77 | 37.53 | 93.8766 |
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- | 1.5398 | 0.39 | 600 | 1.3427 | 18.85 | 39.0 | 90.2296 |
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- | 1.4257 | 0.46 | 700 | 1.2784 | 25.73 | 43.3 | 70.3287 |
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- | 1.3044 | 0.53 | 800 | 1.2274 | 25.43 | 44.33 | 72.3548 |
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- | 1.2626 | 0.59 | 900 | 1.1875 | 25.09 | 44.62 | 72.6249 |
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- | 1.2801 | 0.66 | 1000 | 1.1571 | 25.68 | 45.53 | 71.0491 |
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-
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-
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  ### Framework versions
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  - Transformers 4.39.3
 
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  ---
 
 
 
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  license: apache-2.0
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  base_model: openai/whisper-small
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  tags:
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  - generated_from_trainer
 
 
 
 
 
 
 
 
 
 
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  model-index:
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+ - name: whisper-small-ga2en-v3.1
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+ results: []
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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+ # whisper-small-ga2en-v3.1
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on an unknown dataset.
 
 
 
 
 
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  ## Model description
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_steps: 0.03
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+ - training_steps: 2000
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - Transformers 4.39.3
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