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GitHub / UIC-Liu-Lab / ContinualLM

An Extensible Continual Learning Framework Focused on Language Models (LMs)

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UIC-Liu-Lab%2FContinualLM

Stars: 215
Forks: 15
Open Issues: 3

License: None
Language: Python
Repo Size: 696 KB
Dependencies: 204

Created: over 1 year ago
Updated: 17 days ago
Last pushed: 4 months ago
Last synced: 16 days ago

Topics: catastrophic-forgetting, continual-learning, domain-adaptive-pretraining, knowledge-transfer, language-model, language-modeling, natural-language-processing, transfer-learning, transformer-architecture

Files

Readme

Dependencies

requirements.txt pypi

absl-py =0.15.0=pyhd3eb1b0_0
accelerate =0.10.0=pypi_0
adapter-transformers =3.0.1=pypi_0
aiohttp =3.8.1=py37h7f8727e_1
aiosignal =1.2.0=pyhd3eb1b0_0
async-timeout =4.0.1=pyhd3eb1b0_0
asynctest =0.13.0=py_0
attrs =21.4.0=pyhd3eb1b0_0
bashutils =0.0.4=pypi_0
beautifulsoup4 =4.11.1=pypi_0
blas =1.0=mkl
blinker =1.4=py37h06a4308_0
boto3 =1.24.79=pypi_0
botocore =1.27.79=pypi_0
bottleneck =1.3.5=py37h7deecbd_0
brotli =1.0.9=h5eee18b_7
brotli-bin =1.0.9=h5eee18b_7
brotlipy =0.7.0=py37h27cfd23_1003
bzip2 =1.0.8=h7b6447c_0
c-ares =1.18.1=h7f8727e_0
ca-certificates =2022.10.11=h06a4308_0
cachetools =4.2.2=pyhd3eb1b0_0
certifi =2022.12.7=py37h06a4308_0
cffi =1.15.1=py37h74dc2b5_0
charset-normalizer =2.0.4=pyhd3eb1b0_0
click =8.1.3=pypi_0
cryptography =37.0.1=py37h9ce1e76_0
cudatoolkit =11.3.1=h2bc3f7f_2
cycler =0.11.0=pyhd3eb1b0_0
dataclasses =0.8=pyh6d0b6a4_7
datasets =2.3.2=pypi_0
dbus =1.13.18=hb2f20db_0
dictdiffer =0.8.0=py_0
dill =0.3.4=pypi_0
evaluate =0.2.2=pypi_0
expat =2.4.4=h295c915_0
ffmpeg =4.2.2=h20bf706_0
filelock =3.7.1=pypi_0
fontconfig =2.13.1=h6c09931_0
fonttools =4.25.0=pyhd3eb1b0_0
freetype =2.11.0=h70c0345_0
frozenlist =1.2.0=py37h7f8727e_0
fsspec =2022.5.0=pypi_0
gdown =4.5.1=pypi_0
giflib =5.2.1=h7b6447c_0
glib =2.69.1=h4ff587b_1
gmp =6.2.1=h295c915_3
gnutls =3.6.15=he1e5248_0
google-auth =1.35.0=pypi_0
google-auth-oauthlib =0.4.1=py_2
gputil =1.4.0=pypi_0
grpcio =1.42.0=py37hce63b2e_0
gst-plugins-base =1.14.0=h8213a91_2
gstreamer =1.14.0=h28cd5cc_2
huggingface-hub =0.8.1=pypi_0
huggingface_hub =0.2.1=pyhd3eb1b0_0
icu =58.2=he6710b0_3
idna =3.3=pyhd3eb1b0_0
importlib-metadata =4.11.4=pypi_0
importlib_metadata =4.11.3=hd3eb1b0_0
intel-openmp =2021.4.0=h06a4308_3561
jmespath =1.0.1=pypi_0
joblib =1.1.0=pyhd3eb1b0_0
jpeg =9e=h7f8727e_0
jsonlines =2.0.0=pyhd3eb1b0_2
kiwisolver =1.4.2=py37h295c915_0
krb5 =1.19.2=hac12032_0
lame =3.100=h7b6447c_0
layers =0.1.5=pypi_0
lcms2 =2.12=h3be6417_0
ld_impl_linux-64 =2.38=h1181459_1
lerc =3.0=h295c915_0
libbrotlicommon =1.0.9=h5eee18b_7
libbrotlidec =1.0.9=h5eee18b_7
libbrotlienc =1.0.9=h5eee18b_7
libclang =10.0.1=default_hb85057a_2
libdeflate =1.8=h7f8727e_5
libedit =3.1.20210910=h7f8727e_0
libevent =2.1.12=h8f2d780_0
libffi =3.3=he6710b0_2
libgcc-ng =11.2.0=h1234567_1
libgfortran-ng =7.5.0=ha8ba4b0_17
libgfortran4 =7.5.0=ha8ba4b0_17
libgomp =11.2.0=h1234567_1
libidn2 =2.3.2=h7f8727e_0
libllvm10 =10.0.1=hbcb73fb_5
libopus =1.3.1=h7b6447c_0
libpng =1.6.37=hbc83047_0
libpq =12.9=h16c4e8d_3
libprotobuf =3.20.1=h4ff587b_0
libstdcxx-ng =11.2.0=h1234567_1
libtasn1 =4.16.0=h27cfd23_0
libtiff =4.4.0=hecacb30_0
libunistring =0.9.10=h27cfd23_0
libuuid =1.0.3=h7f8727e_2
libuv =1.40.0=h7b6447c_0
libvpx =1.7.0=h439df22_0
libwebp =1.2.2=h55f646e_0
libwebp-base =1.2.2=h7f8727e_0
libxcb =1.15=h7f8727e_0
libxkbcommon =1.0.1=hfa300c1_0
libxml2 =2.9.14=h74e7548_0
libxslt =1.1.35=h4e12654_0
lz4-c =1.9.3=h295c915_1
markdown =3.3.4=py37h06a4308_0
matplotlib =3.5.2=py37h06a4308_0
matplotlib-base =3.5.2=py37hf590b9c_0
mkl =2021.4.0=h06a4308_640
mkl-service =2.4.0=py37h7f8727e_0
mkl_fft =1.3.1=py37hd3c417c_0
mkl_random =1.2.2=py37h51133e4_0
multidict =5.2.0=py37h7f8727e_2
multiprocess =0.70.12.2=pypi_0
munkres =1.1.4=py_0
ncurses =6.3=h5eee18b_3
nettle =3.7.3=hbbd107a_1
nltk =3.7=pyhd3eb1b0_0
nspr =4.33=h295c915_0
nss =3.74=h0370c37_0
numexpr =2.8.4=py37he184ba9_0
numpy =1.21.5=py37h6c91a56_3
numpy-base =1.21.5=py37ha15fc14_3
oauthlib =3.2.0=pyhd3eb1b0_1
openh264 =2.1.1=h4ff587b_0
openssl =1.1.1s=h7f8727e_0
packaging =21.3=pyhd3eb1b0_0
pandas =1.3.5=pypi_0
pcre =8.45=h295c915_0
pillow =9.2.0=py37hace64e9_1
pip =22.1.2=py37h06a4308_0
ply =3.11=py37_0
protobuf =3.20.1=py37h295c915_0
psutil =5.9.1=pypi_0
pyarrow =8.0.0=pypi_0
pyasn1 =0.4.8=pyhd3eb1b0_0
pyasn1-modules =0.2.8=py_0
pycparser =2.21=pyhd3eb1b0_0
pydeprecate =0.3.2=pypi_0
pyjwt =2.4.0=py37h06a4308_0
pyopenssl =22.0.0=pyhd3eb1b0_0
pyparsing =3.0.9=pypi_0
pyqt =5.15.7=py37h6a678d5_1
pyqt5-sip =12.11.0=py37h6a678d5_1
pysocks =1.7.1=py37_1
python =3.7.13=h12debd9_0
python-dateutil =2.8.2=pyhd3eb1b0_0
pytorch =1.11.0=py3.7_cuda11.3_cudnn8.2.0_0
pytorch-lightning =1.6.4=pypi_0
pytorch-mutex =1.0=cuda
pytorch-transformers =1.2.0=pypi_0
pytz =2022.1=pypi_0
pyyaml =6.0=pypi_0
qt-main =5.15.2=h327a75a_7
qt-webengine =5.15.9=hd2b0992_4
qtwebkit =5.212=h4eab89a_4
quadprog =0.1.11=pypi_0
readline =8.1.2=h7f8727e_1
regex =2022.6.2=pypi_0
requests =2.28.1=py37h06a4308_0
requests-oauthlib =1.3.0=py_0
responses =0.18.0=pypi_0
rouge-score =0.0.4=pypi_0
rsa =4.7.2=pyhd3eb1b0_1
s3transfer =0.6.0=pypi_0
sacremoses =0.0.53=pypi_0
scikit-learn =1.0.2=py37h51133e4_1
scipy =1.7.3=py37hc147768_0
seaborn =0.12.2=py37h06a4308_0
sentencepiece =0.1.97=pypi_0
seqeval =1.2.2=pypi_0
setuptools =61.2.0=py37h06a4308_0
sip =6.6.2=py37h6a678d5_0
six =1.16.0=pyhd3eb1b0_1
soupsieve =2.3.2.post1=pypi_0
sqlite =3.39.2=h5082296_0
tabulate =0.8.10=py37h06a4308_0
tensorboard =2.6.0=py_1
tensorboard-data-server =0.6.0=py37hca6d32c_0
tensorboard-plugin-wit =1.8.1=py37h06a4308_0
tensorboardx =2.2=pyhd3eb1b0_0
termcolor =1.1.0=py37h06a4308_1
threadpoolctl =2.2.0=pyh0d69192_0
tk =8.6.12=h1ccaba5_0
tokenizers =0.12.1=pypi_0
toml =0.10.2=pyhd3eb1b0_0
torchaudio =0.11.0=py37_cu113
torchmetrics =0.9.1=pypi_0
torchvision =0.12.0=py37_cu113
tornado =6.2=py37h5eee18b_0
tqdm =4.64.0=py37h06a4308_0
transformers =4.17.0=pypi_0
typing-extensions =4.3.0=py37h06a4308_0
typing_extensions =4.3.0=py37h06a4308_0
urllib3 =1.26.11=py37h06a4308_0
werkzeug =2.0.3=pyhd3eb1b0_0
wheel =0.37.1=pyhd3eb1b0_0
x264 =1
xxhash =3.0.0=pypi_0
xz =5.2.5=h7f8727e_1
yaml =0.2.5=h7b6447c_0
yarl =1.6.3=py37h27cfd23_0
zipp =3.8.0=py37h06a4308_0
zlib =1.2.12=h7f8727e_2
zstd =1.5.2=ha4553b6_0