c4-sub

gavinqiangli/c4-sub

c4-sub is a text generation model from gavinqiangli. 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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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: May 27, 2024
Updated: May 27, 2024
SHA: 4eb6c242

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Base models

Model card

From the Hugging Face model README

c4-sub

This model is trained from scratch based on gpt2 on an subset of C4 dataset. It achieves the following results on the evaluation set:

Loss: 3.7307

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: 0.0005
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
4.7888	0.2695	5000	4.0815
4.0127	0.5391	10000	3.8554
3.8425	0.8086	15000	3.7307

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: May 27, 2024
Updated: May 27, 2024