# Tensorflow Fine Tuning Notebook - MRPC dataset

**URL:** <https://discuss.huggingface.co/t/tensorflow-fine-tuning-notebook-mrpc-dataset/63037>\
**Category:** 🤗Transformers\
**Created:** [November 21, 2023, 4:40pm UTC](https://discuss.huggingface.co/t/tensorflow-fine-tuning-notebook-mrpc-dataset/63037 "2023-11-21T16:40:51Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![codervm15](https://avatars.discourse-cdn.com/v4/letter/c/bc8723/32.png) [@codervm15](https://discuss.huggingface.co/u/codervm15)\
**Post date:** [November 21, 2023, 4:40pm UTC](https://discuss.huggingface.co/t/tensorflow-fine-tuning-notebook-mrpc-dataset/63037/1 "2023-11-21T16:40:51Z")

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Hi,

I fine tune different transformers models on MRPC dataset using Tensorflow.

But when I train the model and evaluate it - it shoes good accuracy.

But when I make predictions on logits and convert to probabilities and check on metrics - accuracy and F1 score goes very down.

I also checked on GLUE benchmark metrics - accuracy , F1 score are still very less

Kindly help, I tried it one different datasets, but results are same for everyone.