Whisper Tiny Khmer

--- library_name: transformers license: apache-2.0 base_model: openai/whisper-tiny tags: - generated_from_trainer model-index: - name: whisper-tiny-khmer 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-tiny-khmer This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.0702 - Cer: 21.3240 ## 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: 3.75e-05 - train_batch_size: 16 - eval_batch_size: 8 - seed: 42 - gradient_accumulation_steps: 2 - total_train_batch_size: 32 - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 200 - training_steps: 3000 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Cer | |:-------------:|:------:|:----:|:---------------:|:-------:| | 0.6746 | 0.4847 | 500 | 0.3200 | 44.1463 | | 0.2546 | 0.9695 | 1000 | 0.1280 | 27.2033 | | 0.1639 | 1.4537 | 1500 | 0.0965 | 23.0473 | | 0.1559 | 1.9384 | 2000 | 0.0815 | 21.5974 | | 0.1056 | 2.4227 | 2500 | 0.0744 | 21.2300 | | 0.1034 | 2.9074 | 3000 | 0.0702 | 21.3240 | ### Framework versions - Transformers 5.14.1 - Pytorch 2.8.0+cu128 - Datasets 5.0.0 - Tokenizers 0.22.2

Source context: 24 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo sengtha/whisper-tiny-khmer

Source context: 283 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo sengtha/whisper-tiny-khmer