From 3f8531179e8666518324a0a9dd763b628abb55bc Mon Sep 17 00:00:00 2001
From: Frank <frank@dankware>
Date: Thu, 8 Oct 2026 03:12:18 -0700
Subject: [PATCH] swift15: gate flags per engine (--kld-ref takes no corpus;
 --kld-out JSON parsed)

---
 scripts/kld-gate-swift15.sh | 60 +++++++++++++++++++++++--------------
 1 file changed, 37 insertions(+), 23 deletions(-)

diff --git a/scripts/kld-gate-swift15.sh b/scripts/kld-gate-swift15.sh
index 47f7f95..8234441 100755
--- a/scripts/kld-gate-swift15.sh
+++ b/scripts/kld-gate-swift15.sh
@@ -4,26 +4,24 @@
 #   mean KL <= 0.03 AND top-1 agreement >= 95%.
 # Same engine (1.0.13) and same boot shape as the reference RECORD
 # (run-swift15-bf16.sh kld): disk-tier, no speculation, deterministic, fp8 KV.
-# The engine compares its own logits against /data/kld-ref and prints the
-# score table at exit. Gate failure exits 1 (escalation owner: recipe author);
-# the script never touches the production unit.
+# --kld-ref reads its tokens from the reference (no --kld-corpus here — the
+# engine rejects the pair); --kld-out writes the JSON report, whose .rows
+# carry every position's KL/top-1. Gate failure exits 1; the script never
+# restarts the production unit (drained window).
 set -uo pipefail
 PIN=sha256:4c3f484564bb2872784e46b0a59cbd71becc9c1e746e301a3596ffae253c322e
-RAD=/home/dank/models/rad/qwen4exp-swift15-w4dn8-i8-hc8m.rad
 C=swift15gate
 LOG=/home/dank/logs/swift15_kldgate.log
 KLD_REF_DIR=/home/dank/corpora/kld-ref
-KLD_CORPUS=/home/dank/corpora/out/kld.jsonl
-KL_MAX=0.03
-TOP1_MIN=95.0
+KLD_OUT=/home/dank/radiance-state/kld-gate.json
 
 [ -d "$KLD_REF_DIR" ] || { echo "missing reference: $KLD_REF_DIR"; exit 2; }
-[ -f "$KLD_CORPUS" ] || { echo "missing corpus: $KLD_CORPUS"; exit 2; }
-
+: > "$KLD_OUT"
 cp -f /home/dank/serverAppConfigs/scripts/qwen38-froggeric-v22.5.jinja \
       /home/dank/models/tpl.jinja 2>/dev/null || true
 sudo systemctl stop frank-primary >/dev/null 2>&1 || true
 podman rm -f "$C" >/dev/null 2>&1 || true
+
 podman run --rm --name "$C" \
     --network host --init \
     --security-opt seccomp=unconfined \
@@ -31,7 +29,6 @@ podman run --rm --name "$C" \
     --device /dev/kfd --device /dev/dri \
     -v /home/dank/models:/models:ro \
     -v /home/dank/radiance-state:/data \
-    -v "$KLD_CORPUS:/data/kld.jsonl:ro" \
     -v "$KLD_REF_DIR:/data/kld-ref:ro" \
     "stilldeadcode/radiance@$PIN" \
     --model /models/rad/qwen4exp-swift15-w4dn8-i8-hc8m.rad \
@@ -41,32 +38,49 @@ podman run --rm --name "$C" \
     --kv-cache-dtype fp8 --max-model-len 16384 \
     --ngram-placement ram \
     --override-chat-template /models/tpl.jinja \
-    --kld-ref /data/kld-ref --kld-corpus /data/kld.jsonl \
+    --kld-ref /data/kld-ref --kld-out /data/kld-gate.json \
     --vram-kv-mib 3072 \
     --max-num-seqs 4 --max-num-batched-tokens 32768 \
     2>&1 | tee "$LOG"
 rc=${PIPESTATUS[0]}
 [ "$rc" -eq 0 ] || { echo "KLD GATE BOOT FAILED rc=$rc; log: $LOG"; exit "$rc"; }
 
-# Engine prints its score table on stdout (captured in $LOG). Pull the two
-# gate numbers; the summary line is "mean KL"/"top-1" in the radiance
-# scorecard; fall back to any numeric KL/top1 lines.
-python3 - "$LOG" <<'PY'
-import re, sys
-log = open(sys.argv[1], errors="replace").read()
+python3 - "$KLD_OUT" "$LOG" <<'PY'
+import json, sys, re
+out, log = sys.argv[1], sys.argv[2]
 def num(pat):
-    m = re.findall(pat, log, re.I)
+    m = re.findall(pat, open(log, errors="replace").read(), re.I)
     return float(m[-1]) if m else None
-kl   = num(r"mean[_ ]kl[^0-9-]*([0-9]*\.?[0-9]+(?:e[-+][0-9]+)?)")
-top1 = num(r"top[-_ ]?1[^0-9]*([0-9]*\.?[0-9]+)")
+kl = top1 = None
+try:
+    d = json.load(open(out))
+    def find(obj, keys):
+        if isinstance(obj, dict):
+            for k, v in obj.items():
+                if any(s in k.lower() for s in keys) and isinstance(v, (int, float)):
+                    return float(v)
+            for v in obj.values():
+                r = find(v, keys)
+                if r is not None: return r
+        return None
+    kl = find(d, ("mean_kl", "mean kl", "kl_mean", "mean"))
+    top1 = find(d, ("top1", "top_1", "top-1", "agreement"))
+    if top1 is not None and top1 <= 1.0:
+        top1 *= 100.0
+except Exception as e:
+    print("report JSON unusable (%s); falling back to log" % e)
+if kl is None:
+    kl = num(r"mean[_ ]kl[^0-9]*([0-9]*\.?[0-9]+(?:e[-+][0-9]+)?)")
+if top1 is None:
+    top1 = num(r"top[-_ ]?1[^0-9]*([0-9]*\.?[0-9]+)")
 if kl is None or top1 is None:
-    print("KLD GATE PARSE FAILED: mean_kl=%s top1=%s — inspect %s" % (kl, top1, sys.argv[1]))
+    print("KLD GATE PARSE FAILED: mean_kl=%s top1=%s — inspect %s / %s" % (kl, top1, out, log))
     sys.exit(2)
-print("KLD GATE: mean KL = %.4f (max %.2f) | top-1 = %.2f%% (min %.1f)" % (kl, 0.03, top1, 95.0))
+print("KLD GATE: mean KL = %.4f (max 0.03) | top-1 = %.2f%% (min 95.0)" % (kl, top1))
 ok = (kl <= 0.03) and (top1 >= 95.0)
 print("KLD GATE " + ("PASS" if ok else "FAIL"))
 sys.exit(0 if ok else 1)
 PY
 gate=$?
-echo "kld-gate complete rc=$gate; log: $LOG"
+echo "kld-gate complete rc=$gate; log: $LOG report: $KLD_OUT"
 exit "$gate"