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gpn-brassicales
songlab/gpn-brassicales
gpn-brassicales is a fill-mask model from songlab. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.
See https://github.com/songlab-cal/gpn for more details.
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- ConvNet
- Access
- Public
- Created
- Feb 24, 2023
- Updated
- Jan 28, 2025
- SHA
- eb9c35d0
Try a prompt
Model card
From the Hugging Face model README
GPN trained on Arabidopsis thaliana and 7 other Brassicales
See https://github.com/songlab-cal/gpn for more details.
Basic usage:
import gpn.model
from transformers import AutoModel, AutoModelForMaskedLM
model = AutoModel.from_pretrained("songlab/gpn-brassicales")
# or
model = AutoModelForMaskedLM.from_pretrained("songlab/gpn-brassicales")
Some hparams:
- repeat_weight: 0.1
- lr: 120k at 1e-3 + 30k cosine decay
- Task
- Fill-Mask
- Library
- transformers
- Type
- ConvNet
- License
- mit
- Created
- Feb 24, 2023
- Updated
- Jan 28, 2025