# Cannot load a saved (fine-tuned) model? **URL:** \ **Category:** 🤗Transformers\ **Created:** [August 17, 2021, 8:02pm UTC](https://discuss.huggingface.co/t/cannot-load-a-saved-fine-tuned-model/9307 "2021-08-17T20:02:19Z")\ **Posts on this page:** 2\ **Page:** 1
**Author:** ![olaffson](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/olaffson/32/2416_2.png) [@olaffson](https://discuss.huggingface.co/u/olaffson)\ **Post date:** [August 17, 2021, 8:02pm UTC](https://discuss.huggingface.co/t/cannot-load-a-saved-fine-tuned-model/9307/1 "2021-08-17T20:02:19Z")
Hello there, I am facing a rather annoying issue. I fine-tuned a Bert model for classification and saved the resulting model to disk. However, I am unable to subsequently load the model. This is essentially what I do: ```auto tokenizer = AutoTokenizer.from_pretrained('C:\\Users\\bert-sentiment') #tokenize text... model = TFAutoModelForSequenceClassification.from_pretrained('C:\\Users\\bert-sentiment', num_labels =3, ignore_mismatched_sizes = True) #fine tune model... model.fit() model.save_pretrained('C:\\Users\\mydir') ``` mydir contains two files `tf_model.h5` and `config.json`. However, when I tried to load the model by simply running ``` mymodel = TFAutoModelForSequenceClassification.from_pretrained("C:\\Users\\mydir") ``` I get the error `OSError: Unable to load weights from h5 file. If you tried to load a TF 2.0 model from a PyTorch checkpoint, please set from_pt=True.` ☹ do you know what the issue could be? Thanks! ---
**Author:** ![olaffson](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/olaffson/32/2416_2.png) [@olaffson](https://discuss.huggingface.co/u/olaffson)\ **Post date:** [August 18, 2021, 1:25pm UTC](https://discuss.huggingface.co/t/cannot-load-a-saved-fine-tuned-model/9307/2 "2021-08-18T13:25:11Z")
Strange bug. I re-generated the saved models and then loading worked fine. Perhaps some corruption at saving time?