# Saved fine-tuned model doesn't work after loading it
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**Author:**  [@SergiiGurbych](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FSergiiGurbych)%5C
**Post date:** [November 18, 2022, 12:05am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsaved-fine-tuned-model-doesnt-work-after-loading-it%2F26283%2F1 "2022-11-18T00:05:48Z")
Hi, guys!
I am fine-tuning a language model (“youscan/ukr-roberta-base”) and after fine-tuning it works properly and predicts perfectly. I save it with model.save(‘name’) to Google Colab and then move it to Google Drive. When I load it the next time with
model = tf.keras.models.load\_model(‘./drive/MyDrive/place’)
and try to do the same .predict() as previously, I get error:
“ValueError: Exception encountered when calling layer” tf\_roberta\_for\_sequence\_classification\_2" (type TFRobertaForSequenceClassification).
Could not find matching concrete function to call loaded from the SavedModel".
What is wrong here?
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**Author:**  [@nielsr](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fnielsr)%5C
**Post date:** [November 18, 2022, 8:16am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsaved-fine-tuned-model-doesnt-work-after-loading-it%2F26283%2F2 "2022-11-18T08:16:33Z")
Hi,
It’s recommended to use `save_pretrained` and `from_pretrained`
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**Author:**  [@SergiiGurbych](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FSergiiGurbych)%5C
**Post date:** [November 18, 2022, 6:57pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsaved-fine-tuned-model-doesnt-work-after-loading-it%2F26283%2F3 "2022-11-18T18:57:59Z")
Thank you!