whisper-large-v3-ru-pl2

CheeLi03/whisper-large-v3-ru-pl2

whisper-large-v3-ru-pl2 is a machine learning model from CheeLi03. 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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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Aug 24, 2024
Updated: Aug 26, 2024
SHA: 50370c87

Base models

openai/whisper-large-v3

Model card

From the Hugging Face model README

Whisper Large V3 rus pl - Chee Li

This model is a fine-tuned version of openai/whisper-large-v3 on the Google Fleurs dataset. It achieves the following results on the evaluation set:

Loss: 0.1164
Wer: 98.5381

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-06
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 4000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0324	2.6178	1000	0.0814	70.5971
0.0058	5.2356	2000	0.1047	117.8747
0.0033	7.8534	3000	0.1139	120.5834
0.0022	10.4712	4000	0.1164	98.5381

Framework versions

Transformers 4.44.0
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Languages: rus
Created: Aug 24, 2024
Updated: Aug 26, 2024