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cortex/script/deploy.sh
rob thijssen 18ae3c30ee
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post-validation cleanup: cuDNN runtime + repetition penalty
Two followups from the live single-GPU validation pass.

1. deploy.sh now ensures libcudnn.so.9 is available on each neuron
   host before installing/upgrading the package. Probes ldconfig first
   so hosts with a manual (tar/runfile) cuDNN install are untouched,
   then adds NVIDIA's RHEL9 CUDA repo (the Fedora 43 CUDA repo doesn't
   ship cuDNN; only the RHEL9 one does) and installs libcudnn9-cuda-13.
   benjy hit "cannot open shared object file: libcudnn.so.9" during
   validation; this prevents that recurring.

2. candle.rs applies a 1.1 repetition penalty over the last 64
   generated tokens before sampling, in both the non-streaming
   chat_completion path and the streaming chat_completion_stream
   path. Without it small Q4_K_M models degenerate into "Wait, no,
   no..." loops once they hit a confident-but-wrong path; with it
   sampling stays coherent. Defaults match mistral.rs and llama.cpp;
   exposing the value via the OpenAI request (frequency/presence
   penalty mapping) is Stage 8 territory.

Both routes through a new sample_with_penalty() helper so future
sampling tweaks land in one place.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 14:48:08 +03:00

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#!/bin/env bash
#
# Rolling deploy across the helexa fleet, driven by asset/manifest.yml.
# Installs / upgrades cortex on the gateway host and the appropriate
# helexa-neuron-<flavour> package on each neuron host, then restarts
# their services.
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
REPO_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
MANIFEST="${REPO_DIR}/asset/manifest.yml"
if [[ ! -f "${MANIFEST}" ]]; then
echo "fatal: manifest not found at ${MANIFEST}" >&2
exit 1
fi
# Parse the manifest with yq. NOTE: this expects the pip-installed yq
# (a jq wrapper using jq syntax) — `pip install yq`. The Fedora rpm
# `yq` is mikefarah/yq and uses different (yaml-native) syntax; if a
# host has that one instead these queries will fail.
cortex_host=$(yq -r '.cortex.host' "${MANIFEST}")
# Emit one TAB-separated 'host\tflavour' line per neuron.
mapfile -t neuron_entries < <(
yq -r '.neurons[] | .host + "\t" + .flavour' "${MANIFEST}"
)
# Return the installed package's "version-release" string, or
# "(not installed)" when rpm reports the package as absent. Capture
# rpm's output into a variable so its "package X is not installed"
# stdout message (rpm writes that to stdout, not stderr, when -q fails)
# doesn't leak into the result.
installed_nvr() {
local host="$1" pkg="$2"
local nvr
if nvr=$(ssh "${host}" "rpm -q --qf '%{version}-%{release}' ${pkg} 2>/dev/null"); then
echo "${nvr}"
else
echo "(not installed)"
fi
}
# Ensure the rpm.lair.cafe unstable repo is configured AND enabled on
# the remote host.
#
# The upstream .repo file at https://rpm.lair.cafe/lair-cafe-unstable.repo
# ships with `enabled=0` so a host that just fetched it won't start
# pulling unstable packages by accident. We have to explicitly flip
# enabled=1 via `dnf config-manager setopt`. Both addrepo and setopt
# are idempotent.
#
# Non-fatal — if either step fails the subsequent `dnf install` will
# surface a clearer diagnostic on its own.
ensure_lair_repo() {
local host="$1"
if ! ssh "${host}" "test -f /etc/yum.repos.d/lair-cafe-unstable.repo" 2>/dev/null; then
echo "[${host}] adding rpm.lair.cafe unstable repo"
if ! ssh "${host}" sudo dnf config-manager addrepo \
--from-repofile=https://rpm.lair.cafe/lair-cafe-unstable.repo \
>/dev/null 2>&1; then
echo "[${host}] WARNING: failed to add lair.cafe repo file (proceeding anyway)"
return 0
fi
fi
# The .repo file ships enabled=0; flip it on. Cheap, idempotent.
if ! ssh "${host}" sudo dnf config-manager setopt \
lair-cafe-unstable.enabled=1 >/dev/null 2>&1; then
echo "[${host}] WARNING: failed to enable lair-cafe-unstable (proceeding anyway)"
fi
}
# Ensure libcudnn.so.9 is resolvable on the remote host so the
# neuron binary (built with --features cudnn) doesn't fail at startup
# with "cannot open shared object file: No such file or directory".
#
# Probes ldconfig first — if cuDNN was installed manually (.tar/.run
# install), it'll be cached by ldconfig and we don't touch it.
# Otherwise adds NVIDIA's RHEL9 CUDA repo (the Fedora 43 CUDA repo
# doesn't ship cuDNN packages — only the RHEL9 one does) and installs
# libcudnn9-cuda-13.
ensure_cudnn_runtime() {
local host="$1"
if ssh "${host}" "ldconfig -p | grep -q libcudnn.so.9" 2>/dev/null; then
return 0
fi
echo "[${host}] installing cuDNN runtime"
if ! ssh "${host}" "test -f /etc/yum.repos.d/cuda-rhel9-x86_64.repo" 2>/dev/null; then
if ! ssh "${host}" sudo dnf config-manager addrepo \
--from-repofile=https://developer.download.nvidia.com/compute/cuda/repos/rhel9/x86_64/cuda-rhel9.repo \
>/dev/null 2>&1; then
echo "[${host}] WARNING: failed to add rhel9 CUDA repo (proceeding anyway)"
fi
fi
if ! ssh "${host}" sudo dnf install -y libcudnn9-cuda-13 >/dev/null 2>&1; then
echo "[${host}] WARNING: failed to install libcudnn9-cuda-13"
echo "[${host}] neuron may fail to start; install cuDNN manually if so"
fi
}
# True when the named package needs to be installed or upgraded on the
# remote host — either it's not present, or a newer version exists in
# the repo. False only when the installed version is current.
#
# `dnf check-update <pkg>` returns 0 when the package isn't installed
# at all (there's nothing to update), so we have to probe with rpm -q
# first to distinguish "absent" from "current". Other dnf failures
# collapse into "needs update" so the subsequent install step surfaces
# the real diagnostic rather than this check swallowing it.
needs_update() {
local host="$1" pkg="$2"
# Not installed → needs work.
if ! ssh "${host}" "rpm -q ${pkg}" >/dev/null 2>&1; then
return 0
fi
# Installed; ask dnf whether the repo has something newer.
if ssh "${host}" sudo dnf check-update --refresh -q "${pkg}" >/dev/null 2>&1; then
return 1
else
return 0
fi
}
# True if the named package is currently installed on the remote host.
# Used to decide between `dnf install` (fresh) and `dnf upgrade` (stale):
# dnf5's `install` is a no-op when the package is already present at
# any version — it does NOT auto-upgrade to the latest available — so
# the wrong command silently leaves the host on an old build.
is_installed() {
local host="$1" pkg="$2"
ssh "${host}" "rpm -q ${pkg}" >/dev/null 2>&1
}
# Install or upgrade the named package on the remote, picking the
# right dnf verb based on the installed-or-not state. Returns 0 with
# dnf's combined stdout/stderr captured in __DNF_OUTPUT__ on success,
# and 1 with the same captured output on failure.
__DNF_OUTPUT__=""
install_or_upgrade() {
local host="$1" pkg="$2"
local cmd
if is_installed "${host}" "${pkg}"; then
cmd="upgrade"
else
cmd="install"
fi
if __DNF_OUTPUT__=$(
ssh "${host}" sudo dnf "${cmd}" --refresh --allowerasing -y "${pkg}" 2>&1
); then
return 0
else
return 1
fi
}
# ---------------------------------------------------------------------------
# cortex (gateway)
# ---------------------------------------------------------------------------
ensure_lair_repo "${cortex_host}"
cortex_nvr=$(installed_nvr "${cortex_host}" cortex)
if needs_update "${cortex_host}" cortex; then
echo "[${cortex_host}] cortex update available (current: ${cortex_nvr})"
# Stop the service only if the unit file exists — fresh installs
# don't have it, and `systemctl stop` on a missing unit returns
# non-zero, which would otherwise short-circuit the install branch
# under set -e.
if ssh "${cortex_host}" "[ ! -f /usr/lib/systemd/system/cortex.service ] || sudo systemctl stop cortex.service"; then
echo "[${cortex_host}] stopped cortex service"
if install_or_upgrade "${cortex_host}" cortex; then
cortex_nvr=$(installed_nvr "${cortex_host}" cortex)
echo "[${cortex_host}] installed/upgraded cortex to ${cortex_nvr}"
else
echo "[${cortex_host}] failed to install/upgrade cortex:"
echo "${__DNF_OUTPUT__}" | sed "s/^/[${cortex_host}] /"
fi
else
echo "[${cortex_host}] failed to stop cortex service"
fi
else
echo "[${cortex_host}] cortex is up to date (${cortex_nvr})"
ssh "${cortex_host}" sudo systemctl stop cortex.service || true
fi
# Sync cortex.toml whether the package was upgraded or not — the config
# can change without a package bump.
if rsync \
--archive \
--compress \
--rsync-path 'sudo rsync' \
--chown root:root \
--chmod 644 \
"${REPO_DIR}/cortex.toml" \
"${cortex_host}:/etc/cortex/cortex.toml"; then
echo "[${cortex_host}] sync'd cortex.toml"
else
echo "[${cortex_host}] failed to sync cortex.toml"
fi
ssh "${cortex_host}" sudo systemctl daemon-reload
if ssh "${cortex_host}" systemctl is-active --quiet cortex.service; then
echo "[${cortex_host}] cortex service is active"
elif ssh "${cortex_host}" sudo systemctl start cortex.service; then
echo "[${cortex_host}] started cortex service"
else
echo "[${cortex_host}] failed to start cortex service"
fi
# ---------------------------------------------------------------------------
# neuron (per-host, flavour from manifest)
# ---------------------------------------------------------------------------
for entry in "${neuron_entries[@]}"; do
IFS=$'\t' read -r neuron_host neuron_flavour <<< "${entry}"
package="helexa-neuron-${neuron_flavour}"
ensure_lair_repo "${neuron_host}"
ensure_cudnn_runtime "${neuron_host}"
neuron_nvr=$(installed_nvr "${neuron_host}" "${package}")
if needs_update "${neuron_host}" "${package}"; then
echo "[${neuron_host}] ${package} update available (current: ${neuron_nvr})"
if ssh "${neuron_host}" "[ ! -f /usr/lib/systemd/system/neuron.service ] || sudo systemctl stop neuron.service"; then
echo "[${neuron_host}] stopped neuron service"
# --allowerasing lets dnf swap out a previously-installed
# bare helexa-neuron or a different flavour without manual
# intervention. The Conflicts: clauses in the spec ensure
# only one flavour is ever resident.
if install_or_upgrade "${neuron_host}" "${package}"; then
neuron_nvr=$(installed_nvr "${neuron_host}" "${package}")
echo "[${neuron_host}] installed/upgraded ${package} to ${neuron_nvr}"
# Ensure firewalld allows neuron port
ssh "${neuron_host}" "sudo firewall-cmd --query-service=helexa-neuron --quiet 2>/dev/null || sudo firewall-cmd --add-service=helexa-neuron --permanent && sudo firewall-cmd --reload" 2>/dev/null || true
if ssh "${neuron_host}" "sudo systemctl daemon-reload && sudo systemctl start neuron.service"; then
echo "[${neuron_host}] started neuron service"
else
echo "[${neuron_host}] failed to start neuron service"
fi
else
echo "[${neuron_host}] failed to install ${package}:"
echo "${__DNF_OUTPUT__}" | sed "s/^/[${neuron_host}] /"
fi
else
echo "[${neuron_host}] failed to stop neuron service"
fi
else
echo "[${neuron_host}] ${package} is up to date (${neuron_nvr})"
if ssh "${neuron_host}" systemctl is-active --quiet neuron.service; then
echo "[${neuron_host}] neuron service is active"
elif ssh "${neuron_host}" sudo systemctl start neuron.service; then
echo "[${neuron_host}] started neuron service"
else
echo "[${neuron_host}] failed to start neuron service"
fi
fi
done