gadi tested with env

Author: zora-wuw

img/Bi_vs_Cross-Encoder.png

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+anyio==3.7.1
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+attrs==23.1.0
+backcall==0.2.0
+beautifulsoup4==4.12.2
+bleach==6.0.0
+certifi==2023.7.22
+cffi==1.15.1
+charset-normalizer==3.2.0
+click==8.1.7
+cycler==0.11.0
+debugpy==1.7.0
+decorator==5.1.1
+defusedxml==0.7.1
+entrypoints==0.4
+exceptiongroup==1.1.3
+fastjsonschema==2.18.0
+filelock==3.12.2
+fonttools==4.38.0
+fsspec==2023.1.0
+funcy==2.0
+future==0.18.3
+gensim==4.1.2
+huggingface-hub==0.16.4
+idna==3.4
+importlib-metadata==6.7.0
+importlib-resources==5.12.0
+ipykernel==6.16.2
+ipython==7.29.0
+ipython-genutils==0.2.0
+jedi==0.19.0
+Jinja2==3.1.2
+joblib==1.3.2
+jsonschema==4.17.3
+jupyter-client==7.4.9
+jupyter-core==4.12.0
+jupyter-server==1.24.0
+jupyterlab-pygments==0.2.2
+kiwisolver==1.4.5
+MarkupSafe==2.1.3
+matplotlib==3.2.2
+matplotlib-inline==0.1.6
+mistune==3.0.1
+nbclassic==1.0.0
+nbclient==0.7.4
+nbconvert==7.6.0
+nbformat==5.8.0
+nest-asyncio==1.5.7
+nltk==3.7
+notebook==6.5.5
+notebook-shim==0.2.3
+numexpr==2.8.5
+numpy==1.21.6
+packaging==23.1
+pandas==1.3.5
+pandocfilters==1.5.0
+parso==0.8.3
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.5.0
+pkgutil-resolve-name==1.3.10
+prometheus-client==0.17.1
+prompt-toolkit==3.0.39
+psutil==5.9.5
+ptyprocess==0.7.0
+pycparser==2.21
+Pygments==2.16.1
+pyLDAvis==3.3.1
+pyparsing==3.1.1
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+pytz==2023.3.post1
+PyYAML==6.0.1
+pyzmq==24.0.1
+regex==2023.8.8
+requests==2.31.0
+sacremoses==0.0.53
+scikit-learn==1.0.2
+scipy==1.7.3
+seaborn==0.11.2
+Send2Trash==1.8.2
+sentence-transformers==2.2.2
+sentencepiece==0.1.99
+six==1.16.0
+sklearn==0.0.post9
+smart-open==6.4.0
+sniffio==1.3.0
+soupsieve==2.4.1
+terminado==0.17.1
+threadpoolctl==3.1.0
+tinycss2==1.2.1
+tokenizers==0.12.1
+torch==1.10.2
+torchvision==0.14.1
+tornado==6.2
+tqdm==4.66.1
+traitlets==5.9.0
+transformers==4.18.0
+typing-extensions==4.7.1
+urllib3==2.0.4
+wcwidth==0.2.6
+webencodings==0.5.1
+websocket-client==1.6.1
+wordcloud==1.8.1
+zipp==3.15.0