ukr-bg-llama32-1b-qlora

mshamrai/ukr-bg-llama32-1b-qlora

ukr-bg-llama32-1b-qlora is a machine learning model from mshamrai. 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 llama3.2.

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: llama3.2
Access: Public
Created: Apr 11, 2025
Updated: Apr 11, 2025
SHA: 003f8da4

Base models

meta-llama/Llama-3.2-1B

Model card

From the Hugging Face model README

ukr-bg-llama32-1b-qlora

This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9872

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: 0.0002
train_batch_size: 32
eval_batch_size: 32
seed: 42
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: 125
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.526	0.16	1000	1.0528
0.4937	0.32	2000	1.0308
0.4846	0.48	3000	1.0155
0.4954	0.64	4000	1.0034
0.5046	0.8	5000	0.9935
0.4889	0.96	6000	0.9872

Framework versions

PEFT 0.15.1
Transformers 4.47.1
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

Library: peft
License: llama3.2
Created: Apr 11, 2025
Updated: Apr 11, 2025