level4-nlp-finalproject-hackathon-nlp-07-lv3/requirements.txt at main · boostcampaitech7/level4-nlp-finalproject-hackathon-nlp-07-lv3 · GitHub

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# Base ML frameworks
numpy==1.25.2
packaging==24.2
PyYAML==6.0.1

# PyTorch ecosystem
torch==2.5.1
torchaudio==2.5.1
pytorch_ignite==0.5.1

# Core dependencies
pandas==2.2.3
scikit_learn==1.3.0
h5py==3.12.1
tqdm==4.67.1

# NLP tools
sentencepiece==0.1.97
transformers==4.48.2
sacrebleu==1.5.1
editdistance==0.8.1

# Audio processing
soundfile==0.12.1
librosa==0.10.2.post1
torch_audiomentations==0.12.0

# ML optimization and training
accelerate==1.3.0
bitsandbytes==0.44.0
peft==0.3.0

# Experiment tracking and visualization
wandb==0.19.1
tensorboardX==2.6.2.2
gradio==4.44.0

# Utility packages
einops==0.8.0
fire==0.7.0
loguru==0.7.3
omegaconf==2.3.0
python-dotenv==1.0.1
more-itertools==10.5.0

# Development tools
ruff==0.6.8
pre-commit==3.8.0

# Metrics and evaluation
aac-metrics==0.5.4

# Install flash attention lib after install above libs
# pip install flash-attn==2.7.4.post1 --no-deps