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bilstm-stego-synonym
jovima/bilstm-stego-synonym
bilstm-stego-synonym is a machine learning model from jovima. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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At a glance
- Model type
- stego_lstm
- Access
- Public
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026
- SHA
- 5d99d120
Model card
From the Hugging Face model README
StegoLSTM export
Exported from:
- checkpoint:
checkpoints/synonym/stego-bilstm-word2vec-synonym-lr0.0001-epoch=08-val_f1=0.94.ckpt - vocab:
checkpoints/synonym/vocab.pkl
Usage
from transformers import AutoModelForSequenceClassification, AutoTokenizer
repo_or_path = "bilstm-stego-synonym"
tokenizer = AutoTokenizer.from_pretrained(repo_or_path, trust_remote_code=True)
model = AutoModelForSequenceClassification.from_pretrained(repo_or_path, trust_remote_code=True)
inputs = tokenizer("Example sentence to classify.", return_tensors="pt", truncation=True, padding=True)
outputs = model(**inputs)
pred = outputs.logits.argmax(dim=-1).item()
print(pred) # 0=CLEAN, 1=STEGO
- Type
- stego_lstm
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026