IndonesiaLukas-largeV3

zeon8985army/IndonesiaLukas-largeV3

IndonesiaLukas-largeV3 is a machine learning model from zeon8985army. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.

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

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Hugging Face

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At a glance

Library: peft
Access: Public
Created: Oct 11, 2024
Updated: Oct 11, 2024
SHA: 47fc0c77

Base models

openai/whisper-large-v3

Datasets

Model card

From the Hugging Face model README

zeon8985army/IndonesiaLukas-largeV3

This model is a fine-tuned version of zeon8985army/IndonesiaLukas-largeV3 on the Mozilla & GoogleFleur dataset. It achieves the following results on the evaluation set:

Loss: 0.2076

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: 6e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 12
training_steps: 276
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.9886	0.0785	23	0.7911
0.7915	0.1570	46	0.5595
0.5391	0.2355	69	0.4659
0.4979	0.3140	92	0.3941
0.3862	0.3925	115	0.3290
0.3009	0.4710	138	0.2649
0.2777	0.5495	161	0.2264
0.2603	0.6280	184	0.2169
0.2258	0.7065	207	0.2120
0.23	0.7850	230	0.2091
0.2183	0.8635	253	0.2083
0.2392	0.9420	276	0.2076

Framework versions

PEFT 0.9.0
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Library: peft
Languages: id
Created: Oct 11, 2024
Updated: Oct 11, 2024