Instructions to use nlpaueb/sec-bert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nlpaueb/sec-bert-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="nlpaueb/sec-bert-base")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForPreTraining tokenizer = AutoTokenizer.from_pretrained("nlpaueb/sec-bert-base") model = AutoModelForPreTraining.from_pretrained("nlpaueb/sec-bert-base", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
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README.md
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@@ -53,7 +53,7 @@ model = AutoModel.from_pretrained("nlpaueb/sec-bert-base")
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| Model | Masked token | Predictions |
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| Total net sales [MASK] 2% or $5.4 billion during 2019 compared to 2018.
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| **BERT-BASE-UNCASED** | decreased | ('increased', '0.
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| **SEC-BERT-BASE** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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| **SEC-BERT-NUM** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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| **SEC-BERT-SHAPE** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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| Model | Masked token | Predictions |
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| ---------------------------------- | ------------ | ------------ |
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| Total net sales [MASK] 2% or $5.4 billion during 2019 compared to 2018.
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| **BERT-BASE-UNCASED** | decreased | ('increased', '0.221')<br>('were', '0.131')<br>('are', '0.103')<br>('rose', '0.075')<br>('of', '0.058')
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| **SEC-BERT-BASE** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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| **SEC-BERT-NUM** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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| **SEC-BERT-SHAPE** | decreased | ('increased', '0.678'), ('decreased', '0.282'), ('declined', '0.017'), ('grew', '0.016'), ('rose', '0.004')
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