gpt_36

This model is a fine-tuned version of gokulsrinivasagan/gpt_24 on the gokuls/wiki_book_corpus_complete_raw_dataset dataset. It achieves the following results on the evaluation set:

Loss: 3.3203
Accuracy: 0.3577

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: 1e-05
train_batch_size: 48
eval_batch_size: 48
seed: 10
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100

Training results

Framework versions

Transformers 4.42.0.dev0
Pytorch 2.2.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1

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Safetensors

Model size

0.2B params

Tensor type

BF16

Model tree for gokulsrinivasagan/gpt_36

Base model

openai-community/gpt2

Finetuned

gokulsrinivasagan/gpt_12

Finetuned

gokulsrinivasagan/gpt_24

Finetuned

(1)

this model

Finetunes

1 model

Dataset used to train gokulsrinivasagan/gpt_36

Evaluation results

Accuracy on gokuls/wiki_book_corpus_complete_raw_dataset
self-reported

0.358