MD5_gpt_neo_v1.1.4 – AI Model by ICT3214-Group5 | AlphaNeural AI

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ICT3214-Group5/
MD5_gpt_neo_v1.1.4

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text-generation

generated_from_trainer

EleutherAI/gpt-neo-125m

autotrain_compatible

endpoints_compatible

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MD5_gpt_neo_v1.1.4

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: 8.4439
Rouge1: 0.0706
Rouge2: 0.0027
Rougel: 0.0591

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel
No log	0.9956	112	1.2557	0.4506	0.3864	0.4424
No log	2.0	225	2.6798	0.2436	0.0318	0.1904
No log	2.9956	337	5.4290	0.1316	0.0166	0.1014
No log	4.0	450	8.2713	0.0840	0.0032	0.0668
7.8064	4.9778	560	8.4439	0.0706	0.0027	0.0591

Framework versions

Transformers 4.46.1
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.20.1