finetune_v1

harutotakita/finetune_v1

finetune_v1 is a machine learning model from harutotakita. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Sep 23, 2024
Updated: Oct 9, 2024
SHA: ffdfab35

Base models

openai/whisper-large-v3

Model card

From the Hugging Face model README

finetune_v1

This model is a fine-tuned version of openai/whisper-large-v3 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0664
Wer: 101.2753

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: 8
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
training_steps: 20
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
No log	6.9565	10	2.1973	99.4114
No log	13.9130	20	2.0664	101.2753

Framework versions

Transformers 4.42.3
Pytorch 2.4.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Created: Sep 23, 2024
Updated: Oct 9, 2024