molgenscuffed_broken_molgptlike

victornica/molgenscuffed_broken_molgptlike

molgenscuffed_broken_molgptlike is a text generation model from victornica. 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: Aug 21, 2023
Updated: Aug 21, 2023
SHA: f50c4d10

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Model card

From the Hugging Face model README

molgenscuffed_broken_molgptlike

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

Loss: 0.5715

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: 0.0004
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: 2

Training results

Training Loss	Epoch	Step	Validation Loss
1.1883	0.2	1000	0.8841
0.8394	0.4	2000	0.7709
0.7627	0.6	3000	0.7187
0.7191	0.8	4000	0.6829
0.6841	1.01	5000	0.6522
0.6497	1.21	6000	0.6250
0.6254	1.41	7000	0.6005
0.6038	1.61	8000	0.5819
0.5893	1.81	9000	0.5715

Framework versions

Transformers 4.30.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Aug 21, 2023
Updated: Aug 21, 2023