whisper-small-sw

smutuvi/whisper-small-sw

whisper-small-sw is a machine learning model from smutuvi. 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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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Model type: whisper
Access: Public
Created: Nov 26, 2023
Updated: Jan 11, 2024
SHA: 4b003987

Base models

smutuvi/whisper-small-sw-common-voice

Model card

From the Hugging Face model README

whisper-small-sw

This model is a fine-tuned version of smutuvi/whisper-small-sw-common-voice on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.1051

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: 8
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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.0783	0.08	100	1.1404
1.2105	0.16	200	1.1282
1.189	0.25	300	1.1203
1.0533	0.33	400	1.1164
1.0932	0.41	500	1.1135
1.1618	0.49	600	1.1108
1.165	0.57	700	1.1090
1.1655	0.65	800	1.1076
1.0547	0.74	900	1.1066
1.1679	0.82	1000	1.1058
1.0539	0.9	1100	1.1053
1.0709	0.98	1200	1.1051

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0.dev0
Pytorch 2.1.1+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: peft
Type: whisper
License: apache-2.0
Created: Nov 26, 2023
Updated: Jan 11, 2024