MD5_gpt_neo_sanity_v1.0.1 – AI Model by ICT3214-Group5 | AlphaNeural AI

You can deploy this model and start earning money today!

ICT3214-Group5/
MD5_gpt_neo_sanity_v1.0.1

like

0

text-generation

generated_from_trainer

EleutherAI/gpt-neo-125m

autotrain_compatible

endpoints_compatible

Views

No views yet

MD5_gpt_neo_sanity_v1.0.1

This model is a fine-tuned version of EleutherAI/gpt-neo-125M on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5127
Rouge1: 0.4956
Rouge2: 0.3272
Rougel: 0.4733

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: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel
No log	0.9935	77	0.3877	0.488	0.3501	0.488
No log	2.0	155	0.4174	0.4879	0.3282	0.4719
No log	2.9935	232	0.4750	0.4995	0.3211	0.4727
No log	4.0	310	0.5073	0.4948	0.3268	0.4726
No log	4.9677	385	0.5127	0.4956	0.3272	0.4733

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 2.14.4
Tokenizers 0.19.1