gpt2_finetuned_SparC_Hugging_face

iffatN/gpt2_finetuned_SparC_Hugging_face

gpt2_finetuned_SparC_Hugging_face is a text generation model from iffatN. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Apr 19, 2023
Updated: Apr 20, 2023
SHA: 26208a41

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Model card

From the Hugging Face model README

gpt2_finetuned_SparC_Hugging_face

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9575

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: 8
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.9133	1.0	95	0.9611
0.9644	2.0	190	0.9500
0.8763	3.0	285	0.9580
0.8368	4.0	380	0.9509
0.8647	5.0	475	0.9518
0.865	6.0	570	0.9575

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Apr 19, 2023
Updated: Apr 20, 2023