whisper-tiny-hi2_test

SamagraDataGov/whisper-tiny-hi2_test

whisper-tiny-hi2_test is a automatic speech recognition model from SamagraDataGov. Use it when you need speech turned into text. It is set up for transformers.

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

Downloads · 30 days

23% of all-time downloads

All-time downloads

Public

Parameters

37.8M

4.8 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors1.5 GB · 71%

At a glance

Task: Automatic Speech Recognition
Library: transformers
Model type: whisper
Access: Public
Created: Jun 19, 2024
Updated: Jun 28, 2024
SHA: c3e2f1cd

Model card

From the Hugging Face model README

whisper-tiny-hi2_test

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4940
Wer: 59.7206

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: 3.75e-05
train_batch_size: 16
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_steps: 50
training_steps: 200
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.6766	1.2698	40	0.6154	81.4733
0.3599	2.5397	80	0.5078	67.0110
0.2297	3.8095	120	0.4940	59.7206
0.153	5.0794	160	0.5193	62.0745
0.0885	6.3492	200	0.5557	60.5843

Framework versions

Transformers 4.41.1
Pytorch 2.3.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
Created: Jun 19, 2024
Updated: Jun 28, 2024