warmestman/whisper-larger-v3-mn-2000steps

Model Card for Model ID

GPU - A100-80GB

Model Details

This model is a fine-tuned version of openai/whisper-large-v3 on the None dataset.

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

• Developed by: Ankhbayasgalan Davaadorj
• Model type: Whisper
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]
• Finetuned from model: openai/whisper-large-v3

Training Hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1e-03
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adafactor
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• training_steps: 2000
• mixed_precision_training: Native AMP

Results

Training Loss	Epoch	Step	Validation Loss
0.4856	1.97	1000	0.496397
0.1312	3.94	2000	0.395565

Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

• Hardware Type: A100 80GB
• Hours used: 1:07:08 hours

Model Card Authors

@Ankhbayasgalan davaadorj

Model Card Contact

ankhbayasgaland@gmail.com