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model container builder #398

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merged 4 commits into from
Apr 30, 2024
Merged

model container builder #398

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04a7d08
Intermediary model container
kwozyman Apr 25, 2024
c3197ce
Use ugly Python hack for smaller download
kwozyman Apr 25, 2024
4490863
better download script
kwozyman Apr 30, 2024
fc2fe7a
Update training/model/Makefile
kwozyman Apr 30, 2024
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11 changes: 11 additions & 0 deletions training/model/Containerfile
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FROM registry.access.redhat.com/ubi9/ubi

ARG MODEL_REPO=''
ARG MODEL_NAME=''
ARG MODEL_PATH=''

RUN dnf install -y python3-pip && python3 -m pip install huggingface_hub
RUN mkdir -p "${MODEL_PATH}" \
&& echo from huggingface_hub import snapshot_download > /root/hf_download \
&& echo snapshot_download\(repo_id=\'${MODEL_REPO}\', local_dir=\'${MODEL_PATH}\', local_dir_use_symlinks=False\) >> /root/hf_download \
&& python3 /root/hf_download
22 changes: 22 additions & 0 deletions training/model/Makefile
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FROM ?=

REGISTRY ?= quay.io
REGISTRY_ORG ?= ai-lab
IMAGE_NAME ?= granite-7b-lab
IMAGE_TAG ?= latest

CONTAINER_TOOL ?= podman
CONTAINER_TOOL_EXTRA_ARGS ?=

MODEL_REPO ?= ibm/granite-7b-base
MODEL_PATH ?= /usr/share/ai-model

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.PHONY: image
image:
"${CONTAINER_TOOL}" build \
--file Containerfile \
--tag "${REGISTRY}/${REGISTRY_ORG}/${IMAGE_NAME}:${IMAGE_TAG}" \
$(FROM:%=--build-arg BASEIMAGE=%) \
$(MODEL_REPO:%=--build-arg MODEL_REPO=%) \
$(MODEL_PATH:%=--build-arg MODEL_PATH=%) \
${CONTAINER_TOOL_EXTRA_ARGS}