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										 |  |  | #!/bin/bash
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										 |  |  | # Ensure conda is available | 
					
						
							|  |  |  | source "$(conda info --base)/etc/profile.d/conda.sh" | 
					
						
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							|  |  |  | # Create conda environment with Python 3.10 | 
					
						
							|  |  |  | conda create -n b2txt25 python=3.10 -y | 
					
						
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							|  |  |  | # Activate the new environment | 
					
						
							|  |  |  | conda activate b2txt25 | 
					
						
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							|  |  |  | # Upgrade pip | 
					
						
							|  |  |  | pip install --upgrade pip | 
					
						
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							|  |  |  | # Install PyTorch with CUDA 12.6 | 
					
						
							|  |  |  | pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu126 | 
					
						
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							|  |  |  | # Install additional packages | 
					
						
							|  |  |  | # TODO: remove redis | 
					
						
							|  |  |  | pip install \
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							|  |  |  |     redis==5.2.1 \
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							|  |  |  |     jupyter==1.1.1 \
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							|  |  |  |     numpy==2.1.2 \
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										 |  |  |     pandas==2.3.0 \
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										 |  |  |     matplotlib==3.10.1 \
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							|  |  |  |     scipy==1.15.2 \
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							|  |  |  |     scikit-learn==1.6.1 \
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							|  |  |  |     tqdm==4.67.1 \
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							|  |  |  |     g2p_en==2.1.0 \
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							|  |  |  |     h5py==3.13.0 \
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							|  |  |  |     omegaconf==2.3.0 \
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							|  |  |  |     editdistance==0.8.1 \
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							|  |  |  |     -e . \
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							|  |  |  |     huggingface-hub==0.33.1 \
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							|  |  |  |     transformers==4.53.0 \
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							|  |  |  |     tokenizers==0.21.2 \
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							|  |  |  |     accelerate==1.8.1 \
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										 |  |  |     bitsandbytes==0.46.0 | 
					
						
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							|  |  |  | echo | 
					
						
							|  |  |  | echo "Setup complete! Verify it worked by activating the conda environment with the command 'conda activate b2txt25'." | 
					
						
							|  |  |  | echo |