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atomashevic / transforEmotion

Sentiment Analysis for Text, Image and Video Using Transformer Models
GNU General Public License v3.0
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Keras 3, but this is not yet supported #16

Closed csmsm closed 6 months ago

csmsm commented 6 months ago

HI, I am running zero-shot with DistilRoBERTa and using "transformer_scores." But got the error message as follows:

"_impl(callable, call_args$unnamed, call_args$named) : RuntimeError: Failed to import transformers.models.roberta.modeling_tf_roberta because of the following error (look up to see its traceback): Your currently installed version of Keras is Keras 3, but this is not yet supported in Transformers. Please install the backwards-compatible tf-keras package with pip install tf-keras. Run reticulate::py_last_error() for details."

Please advise and many thanks.

atomashevic commented 6 months ago

Hi, thanks for opening this issue! This is a common new bug which is a result of mismatch between Keras and transformers. I will fix this is a few days (probably tomorrow) with new version of package first on github and then on CRAN.

I will post the instructions on how to avoid getting this error by installing new version.

csmsm commented 6 months ago

Super and many thanks.

On Sat, May 18, 2024, 8:11 AM Aleksandar Tomašević @.***> wrote:

Hi, thanks for opening this issue! This is a common new bug which is a result of mismatch between Keras and transformers. I will fix this is a few days (probably tomorrow) with new version of package first on github and then on CRAN.

I will post the instructions on how to avoid getting this error by installing new version.

— Reply to this email directly, view it on GitHub https://github.com/atomashevic/transforEmotion/issues/16#issuecomment-2118803376, or unsubscribe https://github.com/notifications/unsubscribe-auth/APJVXP36Z3ZMPKF6MMG32ODZC5AOHAVCNFSM6AAAAABH2TANPOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMJYHAYDGMZXGY . You are receiving this because you authored the thread.Message ID: @.***>

atomashevic commented 6 months ago

The new version is on GitHub, not yet on CRAN. To avoid any issues with the librariess I would suggest the following steps:

# remove minconda
reticulate::miniconda_uninstall()

# remove transforEmotion
remove.packages("transforEmotion")

# install from github
devtools::install_github("atomashevic/transforEmotion")

# load tE and setup miniconda
library(transforEmotion)

setup_miniconda()

After this, you should be good to go. Let me know if this solves your issue, so I can close it.

csmsm commented 6 months ago

it worked and many thanks. It looked to me that you "forced" an earlier version of Keras. Would Keras 3 be used in the future? This is no rush but I am just curious.

On Sat, May 18, 2024 at 2:26 PM Aleksandar Tomašević < @.***> wrote:

The new version is on GitHub, not yet on CRAN. To avoid any issues with the librariess I would suggest the following steps:

remove mincondareticulate::miniconda_uninstall()

remove transforEmotion

remove.packages("transforEmotion")

install from githubdevtools::install_github("atomashevic/transforEmotion")

load tE and setup miniconda

library(transforEmotion)

setup_miniconda()

After this, you should be good to go. Let me know if this solves your issue, so I can close it.

— Reply to this email directly, view it on GitHub https://github.com/atomashevic/transforEmotion/issues/16#issuecomment-2118911228, or unsubscribe https://github.com/notifications/unsubscribe-auth/APJVXP35F5O7LCJWM25E2WTZC6MO5AVCNFSM6AAAAABH2TANPOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMJYHEYTCMRSHA . You are receiving this because you authored the thread.Message ID: @.***>

atomashevic commented 6 months ago

We are aligning all library versions according to what transformers need to do their job, because it's our main dependency. We will monitor future updates and adjust all versions accordingly.