gemma2b_quotes_v2

donb-hf/gemma2b_quotes_v2

gemma2b_quotes_v2 is a machine learning model from donb-hf. 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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Repo size

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Hugging Face

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At a glance

Library: peft
License: gemma
Access: Public
Created: Jun 19, 2024
Updated: Jun 19, 2024
SHA: 09568eee

Base models

google/gemma-2b

Model card

From the Hugging Face model README

gemma2b_quotes_v2

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

Loss: 2.6317

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: 8
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: constant
lr_scheduler_warmup_steps: 0.03
training_steps: 50
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.3727	0.0199	10	2.7759
2.2078	0.0399	20	2.7209
2.1501	0.0598	30	2.6599
2.0972	0.0798	40	2.6230
1.9524	0.0997	50	2.6317

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: gemma
Created: Jun 19, 2024
Updated: Jun 19, 2024