gemma-2b-it-retrained_network_corpus

rnaveensrinivas/gemma-2b-it-retrained_network_corpus

gemma-2b-it-retrained_network_corpus is a machine learning model from rnaveensrinivas. 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 gemma.

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: gemma
Access: Public
Created: Jun 20, 2024
Updated: Jun 20, 2024
SHA: 343b22d7

Base models

google/gemma-2b-it

Model card

From the Hugging Face model README

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

Library: peft
License: gemma
Created: Jun 20, 2024
Updated: Jun 20, 2024