environments acft group relative policy optimization

acft-group-relative-policy-optimization

Overview

Environment used by Group Relative Policy Optimization component

Version: 15

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/acft-group-relative-policy-optimization/version/15

Docker image: mcr.microsoft.com/azureml/curated/acft-group-relative-policy-optimization:15

Docker build context

Dockerfile

#PTCA image
FROM mcr.microsoft.com/aifx/acpt/stable-ubuntu2204-cu126-py310-torch280:biweekly.202601.1

USER root

COPY requirements.txt .
RUN pip install -r requirements.txt --no-cache-dir

RUN pip install azureml-evaluate-mlflow==0.0.84
RUN pip install azureml-acft-common-components==0.0.84
RUN pip install transformers==4.56.0

# clean conda and pip caches
RUN rm -rf ~/.cache/pip

# vulnerability in base conda env
RUN conda run -n base python -m pip install --upgrade urllib3==2.6.3 aiohttp==3.13.3 PyNaCl==1.6.2