prompt-extend

geek1024/prompt-extend

prompt-extend is a text generation model from geek1024. 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: Nov 11, 2022
Updated: Nov 11, 2022
SHA: d232af73

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Model card

From the Hugging Face model README

prompt-extend

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

Loss: 2.1502

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: 0.0001
train_batch_size: 32
eval_batch_size: 64
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_ratio: 0.1
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
6.3823	0.35	100	4.2083
3.72	0.69	200	3.2991
3.1185	1.04	300	2.8394
2.7284	1.39	400	2.5546
2.4932	1.74	500	2.3679
2.3408	2.08	600	2.2430
2.1997	2.43	700	2.1748
2.1631	2.78	800	2.1502

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.2

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Nov 11, 2022
Updated: Nov 11, 2022