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ruRoberta-large-rucola-science – AI Model by p1746-lingua | AlphaNeural AI
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ruRoberta-large-rucola-science
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safetensors
roberta
text-classification
ru
p1746-lingua/correct_incorrect_sents
p1746-lingua/ruRoberta-large-rucola
finetune
apache-2.0
us
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ruRoberta-large-rucola-science
This model is a fine-tuned version of p1746-lingua/ruRoberta-large-rucola on the dataset with errors in scientific texts. It predicts whether a given sentence contains errors.
Key Features
Task: Binary classification (correct vs. contains errors)
Training data:
https://huggingface.co/datasets/p1746-lingua/correct_incorrect_sents
(~2.4 labeled sentences)
Max sequence length: 512 tokens
Fine-tuning framework: PyTorch + Hugging Face transformers
Hyperparameters
Parameter
Value
Batch size
32
Learning rate
1e-5
Epochs
64
Warmup steps
100
Optimizer
adamw_bnb_8bit
