Modelo_4_Whisper_Large_V3

mfidabel/Modelo_4_Whisper_Large_V3

Modelo_4_Whisper_Large_V3 is a machine learning model from mfidabel. 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. 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

Library: peft
License: apache-2.0
Access: Public
Created: Mar 23, 2024
Updated: Mar 24, 2024
SHA: 6524dba2

Base models

openai/whisper-large-v3

Model card

From the Hugging Face model README

Modelo_4_Whisper_Large_V3

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: 1.0477

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: 0.001
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: 50
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.3663	1.0	1174	0.8212
0.3104	2.0	2348	0.8361
0.195	3.0	3522	0.8408
0.1174	4.0	4696	0.9607
0.0474	5.0	5870	1.0477

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.0+cu118
Datasets 2.16.1
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Mar 23, 2024
Updated: Mar 24, 2024