Fix AttributeError in benchmark_expression_conversion Method #6
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This pull request addresses an AttributeError encountered in the benchmark_expression_conversion method of the utils.py module in the cell2sentence repository. The error occurred when attempting to access the .item() method on values that are of type float, which does not have this method. Modified the lines in the benchmark_expression_conversion method to handle float values correctly. Removed the .item() method call on the r_squared_score, pearson_r_score, and spearman_r_score metrics since they return floats directly.
Adding LoRA Fine-Tuning
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Added LoRA fine-tuning using peft. However, I'm not able to try it, because, since I'm working on Google Colab, CUDA memory is not enough to fine-tune the model. Could you please try it for me? @SyedA5688 Thank you so much! |
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We are not able to try this for you.
…On Mon, Oct 14, 2024 at 17:37 Ayyuce Demirbas ***@***.***> wrote:
Added LoRA fine-tuning using peft. However, I'm not able to try it,
because, since I'm working on Google Colab, CUDA memory is not enough to
fine-tune the model. Could you please try it for me? @SyedA5688
<https://github.com/SyedA5688> Thank you so much!
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AttributeError: 'float' object has no attribute 'item' |
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This pull request addresses an AttributeError encountered in the benchmark_expression_conversion method of the utils.py module in the cell2sentence repository. The error occurred when attempting to access the .item() method on values that are of type float, which does not have this method.
Modified the lines in the benchmark_expression_conversion method to handle float values correctly. Removed the .item() method call on the r_squared_score, pearson_r_score, and spearman_r_score metrics since they return floats directly.