gemma-2b-it-retrained_network_corpus – AI Model by rnaveensrinivas | AlphaNeural AI

You can deploy this model and start earning money today!

rnaveensrinivas/
gemma-2b-it-retrained_network_corpus

like

0

generated_from_trainer

google/gemma-2b-it

Views

No views yet

gemma-2b-it-retrained_network_corpus

This model is a fine-tuned version of google/gemma-2b-it on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.3035

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.9983	1.0	28	2.3757
2.1934	2.0	56	2.3035
1.6321	3.0	84	2.4507
1.1753	4.0	112	2.6984
0.8011	5.0	140	2.9980
0.5162	6.0	168	3.2588
0.304	7.0	196	3.7305
0.1822	8.0	224	4.0858
0.1148	9.0	252	4.3105
0.0855	10.0	280	4.5450

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1