gemma-2-2b-lora-finetuned-30k – AI Model by nymless | AlphaNeural AI

You can deploy this model and start earning money today!

nymless/
gemma-2-2b-lora-finetuned-30k

like

0

generated_from_trainer

google/gemma-2-2b

Views

No views yet

gemma-2-2b-lora-finetuned-30k

This model is a fine-tuned version of google/gemma-2-2b on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8385

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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.9208	1.0	6750	1.9144
1.8575	2.0	13500	1.8821
1.8024	3.0	20250	1.8586
1.7602	4.0	27000	1.8430
1.7283	5.0	33750	1.8370
1.6777	6.0	40500	1.8385

Framework versions

PEFT 0.14.0
Transformers 4.47.0
Pytorch 2.5.1+cu118
Datasets 3.1.0
Tokenizers 0.21.0