jaytonde05's picture
Add model quantization scripts and command reference
e695de7 verified
Raw
History Blame Contribute Delete
2.17 kB
#!/usr/bin/env bash
# Watches the quantization pipeline and writes a mobile-friendly status file at
# /home/stop_me.md. It states clearly whether to STOP the VM (a scheme failed or
# the driver crashed) or KEEP RUNNING. Runs until the pipeline finishes or fails.
set -u
LOG="/home/quantize_32b.log"
OUT="/home/stop_me.md"
SCHEMES_TOTAL=4
while true; do
now="$(date -u '+%Y-%m-%d %H:%M:%S UTC')"
ok_count="$(grep -c '===== OK' "$LOG" 2>/dev/null)"; ok_count="${ok_count:-0}"
failed="$(grep -E '!!!!! FAILED' "$LOG" 2>/dev/null | tail -1)"
layer="$(grep -oE '\([0-9]+/65\)' "$LOG" 2>/dev/null | tail -1)"
cur_scheme="$(grep -E '===== START' "$LOG" 2>/dev/null | tail -1 | awk '{print $3}')"
all_done="$(grep -c 'ALL DONE' "$LOG" 2>/dev/null)"; all_done="${all_done:-0}"
driver_up="$(pgrep -f run_quant_32b.sh >/dev/null && echo yes || echo no)"
action="KEEP RUNNING β€” everything is fine"
stop="NO"
finished=0
if [ -n "$failed" ]; then
action="STOP THE VM β€” a scheme FAILED"
stop="YES"
finished=1
elif [ "$all_done" -ge 1 ]; then
if [ "$ok_count" -ge "$SCHEMES_TOTAL" ]; then
action="DONE β€” all $SCHEMES_TOTAL schemes uploaded. Safe to stop the VM."
else
action="STOP THE VM β€” pipeline ended but only $ok_count/$SCHEMES_TOTAL succeeded"
stop="YES"
fi
finished=1
elif [ "$driver_up" = "no" ]; then
action="STOP THE VM β€” driver process is no longer running (crash/kill)"
stop="YES"
finished=1
fi
{
echo "# Quantization status"
echo
echo "## ACTION: ${action}"
echo
echo "- STOP THE VM? **${stop}**"
echo "- Updated: ${now}"
echo "- Schemes completed & uploaded: **${ok_count}/${SCHEMES_TOTAL}**"
echo "- Current scheme: ${cur_scheme:-n/a}"
echo "- Current layer: ${layer:-n/a} of 65"
echo "- Driver running: ${driver_up}"
if [ -n "$failed" ]; then
echo
echo "### Failure line"
echo '```'
echo "$failed"
echo '```'
fi
echo
echo "_Order: nvfp4 -> mxfp4 -> fp8 -> mxfp8. Repos: jaytonde05/Qwen3-32B-<SCHEME>-AWQ-wikitext2_"
} > "$OUT"
[ "$finished" -eq 1 ] && break
sleep 30
done