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| # conda env create -f env.yml | |
| name: bruh | |
| channels: | |
| - conda-forge | |
| - pytorch | |
| - nvidia | |
| - defaults | |
| dependencies: | |
| # --- Nền tảng & DS --- | |
| - python=3.11 | |
| - pip | |
| - numpy | |
| - pandas | |
| - scipy | |
| - matplotlib | |
| - seaborn | |
| - scikit-learn | |
| - statsmodels | |
| - joblib | |
| - networkx | |
| - sympy | |
| - pillow | |
| # --- Deep Learning / GPU --- | |
| - pytorch | |
| - torchvision | |
| - torchaudio | |
| - pytorch-cuda=12.1 | |
| # --- Notebook & Jupyter --- | |
| - jupyterlab | |
| - ipython | |
| - ipykernel | |
| - ipywidgets | |
| # --- Tiện ích hệ thống --- | |
| - psutil | |
| - pyyaml | |
| - filelock | |
| - requests | |
| # --- Các gói bổ sung cài đặt bằng Pip --- | |
| - pip: | |
| - transformers==4.41.2 | |
| - datasets | |
| - evaluate | |
| - accelerate==0.31.0 | |
| - sentence-transformers | |
| - spacy | |
| - faiss-cpu | |
| - google-generativeai | |
| - beautifulsoup4 | |
| - tqdm | |
| - openpyxl | |
| - requests | |
| - lxml | |
| - rouge-score | |
| - sentencepiece | |
| - protobuf | |
| - ipywidgets | |
| - PyMuPDF | |
| - fastapi | |
| - uvicorn[standard] | |
| # --- NLP & HuggingFace ecosystem --- | |
| - huggingface-hub | |
| - safetensors | |
| - tokenizers | |
| - nltk | |
| # --- Web / API phụ trợ --- | |
| - starlette | |
| - typer | |
| - rich | |
| # --- Tiện ích khác --- | |
| - regex | |
| - multiprocess | |
| - dill | |
| - fsspec | |
| - cloudpathlib | |