bert-mrpc-finetuned huggingface.co api & dcarpintero bert-mrpc-finetuned github AI Model

Introduction of bert-mrpc-finetuned

Model Details of bert-mrpc-finetuned

Model description

Fine-tuned version of bert-base-uncased on the Microsoft Research Paraphrase Corpus (MRPC) dataset for paraphrase detection using the MRPC dataset.

Intended uses & limitations

This model is intended for paraphrase detection tasks, particularly those similar to the MRPC dataset. It may not perform well on substantially different datasets or tasks.

Training and evaluation data

The model was trained on the MRPC dataset, which contains 5,801 sentence pairs extracted from news sources on the web. 3,900 pairs were labeled as paraphrases by human annotators.

Training procedure

The model was fine-tuned using the Hugging Face Transformers library. We used a batch size of 16, learning rate of 2e-5, and trained for 3 epochs.

Evaluation results

The model achieved the following results on the MRPC validation set:

Accuracy: 0.8480
F1 Score: 0.8927

Runs of dcarpintero bert-mrpc-finetuned on huggingface.co

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More Information About bert-mrpc-finetuned huggingface.co Model

More bert-mrpc-finetuned license Visit here:

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bert-mrpc-finetuned huggingface.co

bert-mrpc-finetuned huggingface.co is an AI model on huggingface.co that provides bert-mrpc-finetuned's model effect (), which can be used instantly with this dcarpintero bert-mrpc-finetuned model. huggingface.co supports a free trial of the bert-mrpc-finetuned model, and also provides paid use of the bert-mrpc-finetuned. Support call bert-mrpc-finetuned model through api, including Node.js, Python, http.

bert-mrpc-finetuned huggingface.co Url

https://huggingface.co/dcarpintero/bert-mrpc-finetuned

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dcarpintero bert-mrpc-finetuned online free url in huggingface.co:

https://huggingface.co/dcarpintero/bert-mrpc-finetuned

bert-mrpc-finetuned install

bert-mrpc-finetuned is an open source model from GitHub that offers a free installation service, and any user can find bert-mrpc-finetuned on GitHub to install. At the same time, huggingface.co provides the effect of bert-mrpc-finetuned install, users can directly use bert-mrpc-finetuned installed effect in huggingface.co for debugging and trial. It also supports api for free installation.