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21f1002947-nppe-2
21f1002947/21f1002947-nppe-2
21f1002947-nppe-2 is a machine learning model from 21f1002947. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
3-layer BiLSTM trained for Q8 secondary structure prediction.
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At a glance
- Model type
- bilstm
- Access
- Public
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025
- SHA
- c15edde6
Model card
From the Hugging Face model README
Protein Secondary Structure Prediction
Model
3-layer BiLSTM trained for Q8 secondary structure prediction.
Dataset
NPPE Protein Secondary Structure Dataset.
Architecture
- Embedding: 64
- BiLSTM: 3 layers, hidden size 128
- Dropout: 0.3
Training
- Optimizer: Adam
- Learning Rate: 5e-4 → 1e-4 (Cosine Annealing)
- Epochs: 12
Inference
from model import BiLSTM
import torch
- Type
- bilstm
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025