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# syntax=docker/dockerfile:1.7
# ZOMBIE-WEIGHTS L4 image: two isolated uv/Python-3.12 environments sharing one HF cache.
#
# /opt/venv_core torch 2.13 (from base), transformers <5.22, trl <1.15,
# transformer-lens==3.8.0, bnb, CuratorKIT, CircuitKIT,
# SafeTune, AuditKIT — NO torchao
# /opt/venv_aligntune aligntune 0.1.35, trl==1.7.1, torchao 0.18, torchvision 0.28
#
# Build:
# docker build -f docker/Dockerfile.l4 -t ghcr.io/divyanshu-kumar14/zombie-weights-l4:latest .
FROM pytorch/pytorch:2.13.0-cuda12.6-cudnn9-runtime
ENV DEBIAN_FRONTEND=noninteractive \
HF_HOME=/root/.cache/huggingface \
HF_HUB_ENABLE_HF_TRANSFER=1 \
PYTHONUNBUFFERED=1 \
TOKENIZERS_PARALLELISM=false \
ALIGNTUNE_ENABLE_VLLM=0 \
UV_LINK_MODE=copy
RUN apt-get update && apt-get install -y --no-install-recommends \
git curl ca-certificates build-essential \
&& rm -rf /var/lib/apt/lists/*
# uv (pinned standalone binary; avoids PEP 668 system-pip restrictions)
COPY --from=ghcr.io/astral-sh/uv:0.12.17 /uv /usr/local/bin/uv
# ---------------------------------------------------------------------------
# Core environment (base image Python 3.12.3 + system torch 2.13.0)
# uv creates the venv; pip resolves against system-site-packages so torch is
# reused instead of downloading a second CUDA stack.
# ---------------------------------------------------------------------------
RUN uv venv --system-site-packages --seed /opt/venv_core
RUN /opt/venv_core/bin/pip install --no-cache-dir \
"transformers>=5.15,<5.22" \
"trl>=0.12,<1.15" \
"peft>=0.18,<1" \
"huggingface-hub>=1.5,<2" \
"transformer-lens==3.8.0" \
"bitsandbytes>=0.41" \
"datasets>=3.0" \
"accelerate>=1.4" \
"sentencepiece" \
"protobuf" \
"scikit-learn" \
"hf_transfer" \
"curatorkit[hf,connectors]" \
"circuitkit==0.2.3" \
"safetune==0.1.18" \
"auditkit==1.1.11"
# ---------------------------------------------------------------------------
# AlignTune environment (isolated; torchao only lives here)
# ---------------------------------------------------------------------------
RUN uv venv --system-site-packages --seed /opt/venv_aligntune
RUN /opt/venv_aligntune/bin/pip install --no-cache-dir \
"torchvision==0.28.0" \
"transformers>=5.15,<5.22" \
"peft>=0.18,<1" \
"datasets>=4.7.0" \
"accelerate>=1.6" \
"trl==1.7.1" \
"torchao==0.18.0" \
"aligntune==0.1.35"
# ---------------------------------------------------------------------------
# Project code + hard import gates
# ---------------------------------------------------------------------------
COPY docker/verify_imports.py /opt/zombie-weights/docker/verify_imports.py
COPY src/ /opt/zombie-weights/src/
COPY scripts/ /opt/zombie-weights/scripts/
RUN /opt/venv_core/bin/python /opt/zombie-weights/docker/verify_imports.py core \
&& /opt/venv_aligntune/bin/python /opt/zombie-weights/docker/verify_imports.py aligntune
WORKDIR /opt/zombie-weights
CMD ["bash"]