chungnam_large_model

Marcusxx/chungnam_large_model

chungnam_large_model is a machine learning model from Marcusxx. 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: Dec 25, 2024
Updated: Dec 25, 2024
SHA: 939b2ef6

Base models

openai/whisper-large

Datasets

Marcusxx/chungnam_firestation

Model card

From the Hugging Face model README

chungnam_large_model

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

Loss: 0.0542
Cer: 31.5683

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: 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: 100
training_steps: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
0.1181	1.6556	250	0.1939	72.2014
0.0217	3.3113	500	0.0617	74.5324
0.0045	4.9669	750	0.0495	29.1223
0.0019	6.6225	1000	0.0553	40.1439
0.0001	8.2781	1250	0.0544	27.1079
0.0001	9.9338	1500	0.0541	28.0288
0.0001	11.5894	1750	0.0541	30.8201
0.0001	13.2450	2000	0.0542	31.5683

Framework versions

Transformers 4.41.2
Pytorch 2.2.2+cu121
Datasets 2.19.2
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Languages: ko
Created: Dec 25, 2024
Updated: Dec 25, 2024