Whisper Small Finetuned Iwslt Irish Synthetic

--- library_name: transformers license: apache-2.0 base_model: openai/whisper-small tags: - generated_from_trainer metrics: - wer - bleu model-index: - name: whisper-small-finetuned-iwslt-irish-synthetic 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-small-finetuned-iwslt-irish-synthetic This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset. It achieves the following results on the evaluation set: - Loss: 3.4815 - Wer: 94.9404 - Bleu: 9.1198 - Chrf++: 29.5535 - Comet: 0.5382 ## 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: 5e-05 - train_batch_size: 16 - eval_batch_size: 8 - seed: 42 - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 1000 - training_steps: 15000 - mixed_precision_training: Native AMP - label_smoothing_factor: 0.1 ### Training results | Training Loss | Epoch | Step | Validation Loss | Wer | Bleu | Chrf++ | Comet | |:-------------:|:------:|:-----:|:---------------:|:--------:|:------:|:-------:|:------:| | 3.2981 | 0.4264 | 2500 | 3.5015 | 109.1615 | 5.0736 | 23.5316 | 0.4935 | | 2.5927 | 0.8528 | 5000 | 3.4141 | 118.1334 | 5.9677 | 26.7723 | 0.5084 | | 2.3202 | 1.2792 | 7500 | 3.3988 | 100.2530 | 7.7452 | 28.1924 | 0.5260 | | 2.1779 | 1.7056 | 10000 | 3.4073 | 100.1897 | 8.2058 | 28.8603 | 0.5372 | | 2.0624 | 2.1320 | 12500 | 3.4574 | 90.2873 | 9.3718 | 29.4620 | 0.5372 | | 1.922 | 2.5584 | 15000 | 3.4815 | 94.9404 | 9.1198 | 29.5535 | 0.5382 | ### Framework versions - Transformers 4.52.0 - Pytorch 2.12.1+cu130 - Datasets 2.21.0 - Tokenizers 0.21.4

Source context: 32 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo jjnhuang/whisper-small-finetuned-iwslt-irish-synthetic