whisper-large-v2_lora_int8

vtlustos/whisper-large-v2_lora_int8

whisper-large-v2_lora_int8 is a automatic speech recognition model from vtlustos. Use it when you need speech turned into text. It is set up for transformers. 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

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: whisper
Access: Public
Created: May 12, 2023
Updated: May 1, 2024
SHA: c48b2aad

Model card

From the Hugging Face model README

whisper-large-v2_lora_int8

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: 0.1738

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: 0.0001
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
training_steps: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.7199	0.0	1	2.3895
0.1977	0.29	1000	0.1973
0.1777	0.58	2000	0.1846
0.1693	0.88	3000	0.1780
0.1579	1.17	4000	0.1753
0.157	1.46	5000	0.1738

Framework versions

Transformers 4.27.4
Pytorch 2.0.0
Datasets 2.11.0
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: May 12, 2023
Updated: May 1, 2024