sentence-transformers

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all-MiniLM-L6-v2

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Sentence Transformers 741

This error happens with all the following:

FROM python:3.9.7-slim-bullseye
FROM python:3.10.13-bullseye
FROM python:3.8-slim-buster

and

root@0ac58308616e:/app# python -c "import torch; print(torch.__version__);"
2.1.0
root@0ac58308616e:/app# python -c "import transformers; print(transformers.__version__);"
4.34.1
root@0ac58308616e:/app# python -c "import sentence_transformers; print(sentence_transformers.__version__);"
2.2.2

Stacktrace:

Segmentation fault
root@0ac58308616e:/app# /usr/local/lib/python3.10/multiprocessing/resource_tracker.py:224: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '

Code:

from sentence_transformers import SentenceTransformer
sentences = ["This is an example sentence", "Each sentence is converted"]

model = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2')
embeddings = model.encode(sentences)
print(embeddings)

or the example via transformers.

My requirements.txt is

typing-extensions
numpy
diskcache
voyager
torch
transformers
sentence-transformers
optimum
onnx
onnxruntime

In the Dockerfile I'm installing

RUN apt-get update && apt-get install -y \
    software-properties-common \
    build-essential \
    pkg-config \
    ninja-build \
    libopenblas-dev \
    python3-pip \
    curl