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qp-mscoco-sbert-lr5e-5
madhavsankar/qp-mscoco-sbert-lr5e-5
qp-mscoco-sbert-lr5e-5 is a text classification model from madhavsankar. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Dec 7, 2022
- Updated
- Dec 12, 2022
- SHA
- b0452199
Try a prompt
Model card
From the Hugging Face model README
QP
Dataset: MSCOCO
Learning Rate: 5e-5
Text Diversity Metrics
Semantic Similarity: SBERT
Syntactic Diversity: Dependency Parse Tree edit distance
Lexical Diversity: Character-level edit distance
Phonological Diversity: Rhythmic Diversity
Morphological Diversity: POS edit distance.
Results
Train Loss (MSE): 0.0127
Dev Loss (MSE): 0.0136
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Created
- Dec 7, 2022
- Updated
- Dec 12, 2022