whisper-large-v2-ft-my_dataset_snr0_owner12_MPSENet-241018_bs8

dylanewbie/whisper-large-v2-ft-my_dataset_snr0_owner12_MPSENet-241018_bs8

whisper-large-v2-ft-my_dataset_snr0_owner12_MPSENet-241018_bs8 is a machine learning model from dylanewbie. 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: Oct 18, 2024
Updated: Oct 18, 2024
SHA: 0893d3e7

Base models

openai/whisper-large-v2

Model card

From the Hugging Face model README

whisper-large-v2-ft-my_dataset_snr0_owner12_MPSENet-241018_bs8

This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0049

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.8653	1.6667	25	0.8638
0.1675	3.3333	50	0.0171
0.0101	5.0	75	0.0068
0.0025	6.6667	100	0.0032
0.0	8.3333	125	0.0091
0.0	10.0	150	0.0049

Framework versions

PEFT 0.13.0
Transformers 4.45.0.dev0
Pytorch 2.3.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Oct 18, 2024
Updated: Oct 18, 2024