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taavipall/prokbert

By taavipall

Updated over 1 year ago

ProkBERT image with some bug fixes

Image
Machine learning & AI
0

272

taavipall/prokbert repository overview

Prokbert

This build is based on https://github.com/tpall/prokbert.git class_label Dockerfile.

Running

Example scripts

Obtain example scripts (not included with the image):

git clone https://github.com/nbrg-ppcu/prokbert
cd prokbert
docker run --rm -v $(pwd)/:/app/ taavipall/prokbert \
    python /app/examples/finetuning.py \
    --model_name neuralbioinfo/prokbert-mini \
    --ftmodel mini_promoter \
    --model_outputpath finetuning_outputs \
    --num_train_epochs 1 \
    --per_device_train_batch_size 128
Jupyter notebooks
docker run --rm -p 8888:8888 -v $(pwd)/:/app/ taavipall/prokbert \
    jupyter notebook \
    --ip 0.0.0.0 \
    --no-browser \
    --allow-root

Tag summary

Content type

Image

Digest

sha256:45e675969

Size

6.8 GB

Last updated

over 1 year ago

docker pull taavipall/prokbert