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GitHub / davidberenstein1957 / fast-sentence-transformers
This repository, called fast sentence transformers, contains code to run 5X faster sentence transformers using tools like quantization and ONNX.
Stars: 101
Forks: 9
Open Issues: 6
License: mit
Language: Python
Repo Size: 181 KB
Dependencies:
104
Created: about 2 years ago
Updated: 25 days ago
Last pushed: over 1 year ago
Last synced: 14 days ago
Topics: embeddings, hacktoberfest, nlp, onnx, sentence-transformers
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Dependencies
pyproject.toml
pypi
- black ^22.3.0 develop
- flake8 ^4.0.1 develop
- flake8-bugbear ^22.3.23 develop
- flake8-docstrings ^1.6.0 develop
- isort ^5.10.1 develop
- pep8-naming ^0.12.1 develop
- pre-commit ^2.17.0 develop
- pytest ^7.0.1 develop
- Pillow >9.1
- numpy >=1.22
- onnxruntime-gpu >=1.8.1
- psutil ^5.9.0
- python >=3.8,<4.0
- sentence-transformers >=2.1.0
- txtai >=4.0
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite
- pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
poetry.lock
pypi
- atomicwrites 1.4.0 develop
- attrs 21.4.0 develop
- black 22.3.0 develop
- cfgv 3.3.1 develop
- distlib 0.3.4 develop
- flake8 4.0.1 develop
- flake8-bugbear 22.3.23 develop
- flake8-docstrings 1.6.0 develop
- flake8-polyfill 1.0.2 develop
- identify 2.4.12 develop
- iniconfig 1.1.1 develop
- isort 5.10.1 develop
- mccabe 0.6.1 develop
- mypy-extensions 0.4.3 develop
- nodeenv 1.6.0 develop
- pathspec 0.9.0 develop
- pep8-naming 0.12.1 develop
- platformdirs 2.5.2 develop
- pluggy 1.0.0 develop
- pre-commit 2.18.1 develop
- py 1.11.0 develop
- pycodestyle 2.8.0 develop
- pydocstyle 6.1.1 develop
- pyflakes 2.4.0 develop
- pytest 7.1.1 develop
- snowballstemmer 2.2.0 develop
- toml 0.10.2 develop
- tomli 2.0.1 develop
- virtualenv 20.14.1 develop
- beautifulsoup4 4.11.1
- certifi 2021.10.8
- cffi 1.15.0
- charset-normalizer 2.0.12
- click 8.1.2
- colorama 0.4.4
- faiss-cpu 1.7.2
- fasttext 0.9.2
- filelock 3.6.0
- flatbuffers 2.0
- huggingface-hub 0.5.1
- idna 3.3
- imagehash 4.2.1
- joblib 1.1.0
- nltk 3.7
- numpy 1.23.0
- onnx 1.10.1
- onnxconverter-common 1.9.0
- onnxmltools 1.11.0
- onnxruntime 1.11.0
- onnxruntime-gpu 1.11.1
- packaging 21.3
- pandas 1.1.5
- pillow 9.2.0
- protobuf 3.20.0
- psutil 5.9.0
- pybind11 2.9.2
- pycparser 2.21
- pyparsing 3.0.8
- python-dateutil 2.8.2
- pytz 2022.1
- pywavelets 1.3.0
- pyyaml 6.0
- regex 2022.3.15
- requests 2.27.1
- sacremoses 0.0.49
- scikit-learn 1.0.2
- scipy 1.6.1
- sentence-transformers 2.2.0
- sentencepiece 0.1.96
- six 1.16.0
- skl2onnx 1.11.1
- soundfile 0.10.3.post1
- soupsieve 2.3.2.post1
- threadpoolctl 3.1.0
- tika 1.24
- timm 0.5.4
- tokenizers 0.12.1
- torch 1.11.0
- torchvision 0.12.0
- tqdm 4.64.0
- transformers 4.18.0
- txtai 4.5.0
- typing-extensions 3.10.0.2
- urllib3 1.26.9