File size: 2,910 Bytes
01ed052 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 | #!/usr/bin/env bash
set -euo pipefail
DEPS_MARKER="/workspace/.f13-deps-installed"
WHEEL_DIR="/workspace/.f13-wheels"
HF_WHEEL_REPO="f13rnd/custom-wheels"
hf_download() {
hf download "$@" ${HF_TOKEN:+--token "${HF_TOKEN}"}
}
hf_upload() {
hf upload "$@" ${HF_TOKEN:+--token "${HF_TOKEN}"}
}
install_from_hf_or_build() {
local pkg_name="$1" pip_spec="$2"
local glob="${pkg_name}-*.whl"
mkdir -p "${WHEEL_DIR}"
local whl
whl=$(ls "${WHEEL_DIR}"/${glob} 2>/dev/null | head -1)
if [ -n "${whl}" ]; then
echo "[slim] Installing ${pkg_name} from cached wheel"
pip install --no-cache-dir "${whl}" && return 0
fi
echo "[slim] Trying to download ${pkg_name} wheel from HF..."
hf_download "${HF_WHEEL_REPO}" \
--repo-type dataset \
--include "${glob}" \
--local-dir "${WHEEL_DIR}" 2>/dev/null || true
whl=$(ls "${WHEEL_DIR}"/${glob} 2>/dev/null | head -1)
if [ -n "${whl}" ]; then
echo "[slim] Installing ${pkg_name} from HF wheel"
pip install --no-cache-dir "${whl}" && return 0
fi
echo "[slim] No prebuilt wheel found — building ${pkg_name} from source..."
TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-9.0}" \
MAX_JOBS="${MAX_JOBS:-2}" \
NVCC_THREADS="${NVCC_THREADS:-1}" \
pip wheel ${pip_spec} --no-build-isolation --no-deps --wheel-dir "${WHEEL_DIR}"
whl=$(ls "${WHEEL_DIR}"/${glob} 2>/dev/null | head -1)
pip install --no-cache-dir "${whl}"
echo "[slim] Uploading ${pkg_name} wheel to HF for future use..."
hf_upload "${HF_WHEEL_REPO}" \
"${whl}" "$(basename "${whl}")" \
--repo-type dataset 2>/dev/null \
|| echo "[slim] WARN: failed to upload ${pkg_name} wheel to HF (non-fatal)"
}
if [ -f "${DEPS_MARKER}" ]; then
echo "[slim] Deps already installed"
else
echo "[slim] Installing training deps (first boot)..."
pip install --no-cache-dir \
"ms-swift>=4.0.2" \
accelerate \
deepspeed \
"qwen_vl_utils>=0.0.14" \
decord \
torchvision \
fastapi \
"uvicorn[standard]" \
python-multipart \
wandb \
huggingface_hub
pip install --no-cache-dir "transformers>=5.3.0,<5.4.0"
pip install --no-cache-dir --no-deps "datasets>=4.7.0"
install_from_hf_or_build "flash_attn" "flash-attn" \
|| echo "[slim] WARN: flash-attn install failed"
install_from_hf_or_build "causal_conv1d" "causal-conv1d" \
|| echo "[slim] WARN: causal-conv1d install failed"
pip install --no-cache-dir \
"flash-linear-attention @ git+https://github.com/fla-org/flash-linear-attention" \
|| echo "[slim] WARN: flash-linear-attention install failed"
pip install --no-cache-dir "dlrover[torch]" || true
touch "${DEPS_MARKER}"
echo "[slim] Deps installed"
fi
exec /opt/f13/scripts/entrypoint.sh "$@"
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