kurdish_mms_1b_final_safe

kamalaziz/kurdish_mms_1b_final_safe

kurdish_mms_1b_final_safe is a machine learning model from kamalaziz. 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 cc-by-nc-4.0.

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: cc-by-nc-4.0
Access: Public
Created: Dec 22, 2025
Updated: Dec 22, 2025
SHA: b4085805

Base models

facebook/mms-1b-all

Model card

From the Hugging Face model README

kurdish_mms_1b_final_safe

This model is a fine-tuned version of facebook/mms-1b-all on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1168
Wer: 0.2834

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: 0.0003
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1983	0.7323	500	0.1608	0.3344
0.1744	1.4643	1000	0.1375	0.3003
0.1522	2.1963	1500	0.1233	0.2868
0.1535	2.9286	2000	0.1168	0.2834

Framework versions

PEFT 0.18.0
Transformers 4.57.3
Pytorch 2.9.1+cu128
Datasets 2.19.0
Tokenizers 0.22.1

Library: peft
License: cc-by-nc-4.0
Created: Dec 22, 2025
Updated: Dec 22, 2025