diff --git a/.gitignore b/.gitignore index 50abf22..d0c92d4 100644 --- a/.gitignore +++ b/.gitignore @@ -124,3 +124,11 @@ tools/native-otel/configs/*.yml # Deep-review working notes — local analysis artifacts (Tier-0 plan, # deep-review notes, PR-5 handoff). Not part of the tracked codebase. docs/reviews/2026-05-16-deep-review/ + +# Personal/scratch files that should not be tracked (#207) +.obsidian/ +overnight_logs/ +scripts/.ingest_progress +.serena/ +.superpowers/ +.hypothesis/ diff --git a/.obsidian/app.json b/.obsidian/app.json deleted file mode 100644 index 9e26dfe..0000000 --- a/.obsidian/app.json +++ /dev/null @@ -1 +0,0 @@ -{} \ No newline at end of file diff --git a/.obsidian/appearance.json b/.obsidian/appearance.json deleted file mode 100644 index 9e26dfe..0000000 --- a/.obsidian/appearance.json +++ /dev/null @@ -1 +0,0 @@ -{} \ No newline at end of file diff --git a/.obsidian/core-plugins.json b/.obsidian/core-plugins.json deleted file mode 100644 index 639b90d..0000000 --- a/.obsidian/core-plugins.json +++ /dev/null @@ -1,33 +0,0 @@ -{ - "file-explorer": true, - "global-search": true, - "switcher": true, - "graph": true, - "backlink": true, - "canvas": true, - "outgoing-link": true, - "tag-pane": true, - "footnotes": false, - "properties": true, - "page-preview": true, - "daily-notes": true, - "templates": true, - "note-composer": true, - "command-palette": true, - "slash-command": false, - "editor-status": true, - "bookmarks": true, - "markdown-importer": false, - "zk-prefixer": false, - "random-note": false, - "outline": true, - "word-count": true, - "slides": false, - "audio-recorder": false, - "workspaces": false, - "file-recovery": true, - "publish": false, - "sync": true, - "bases": true, - "webviewer": false -} \ No newline at end of file diff --git a/.obsidian/graph.json b/.obsidian/graph.json deleted file mode 100644 index 61803c8..0000000 --- a/.obsidian/graph.json +++ /dev/null @@ -1,22 +0,0 @@ -{ - "collapse-filter": false, - "search": "", - "showTags": true, - "showAttachments": true, - "hideUnresolved": false, - "showOrphans": true, - "collapse-color-groups": true, - "colorGroups": [], - "collapse-display": false, - "showArrow": true, - "textFadeMultiplier": 0, - "nodeSizeMultiplier": 1, - "lineSizeMultiplier": 1, - 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"state": { - "collapseAll": false, - "extraContext": false, - "sortOrder": "alphabetical", - "showSearch": false, - "searchQuery": "", - "backlinkCollapsed": false, - "unlinkedCollapsed": true - }, - "icon": "links-coming-in", - "title": "Backlinks" - } - }, - { - "id": "8d13954d15dd865f", - "type": "leaf", - "state": { - "type": "outgoing-link", - "state": { - "linksCollapsed": false, - "unlinkedCollapsed": true - }, - "icon": "links-going-out", - "title": "Outgoing links" - } - }, - { - "id": "b78db5b94fc31ced", - "type": "leaf", - "state": { - "type": "tag", - "state": { - "sortOrder": "frequency", - "useHierarchy": true, - "showSearch": false, - "searchQuery": "" - }, - "icon": "lucide-tags", - "title": "Tags" - } - }, - { - "id": "303e7a45f947cb12", - "type": "leaf", - "state": { - "type": "all-properties", - "state": { - "sortOrder": "frequency", - "showSearch": false, - "searchQuery": "" - }, - "icon": "lucide-archive", - "title": "All properties" - } - }, - { - "id": "8030a0f4ab75c229", - "type": "leaf", - "state": { - "type": "outline", - "state": { - "followCursor": false, - "showSearch": false, - "searchQuery": "" - }, - "icon": "lucide-list", - "title": "Outline" - } - } - ] - } - ], - "direction": "horizontal", - "width": 300, - "collapsed": true - }, - "left-ribbon": { - "hiddenItems": { - "switcher:Open quick switcher": false, - "graph:Open graph view": false, - "canvas:Create new canvas": false, - "daily-notes:Open today's daily note": false, - "templates:Insert template": false, - "command-palette:Open command palette": false, - "bases:Create new base": false - } - }, - "active": "61e452c784d141b6", - "lastOpenFiles": [ - "docs/archive/SESSION_HANDOFF.md", - "docs/archive/superpowers/specs/2026-05-06-helix-announce-self-report-design.md", - "docs/archive/superpowers/specs/2026-05-08-readme-v2-design.md", - "docs/archive/superpowers/specs/2026-05-06-obsidian-vault-export-full-design-v1.1plus.md", - "docs/archive/superpowers/specs/2026-05-06-obsidian-vault-export-design.md", - "docs/archive/superpowers/plans/2026-05-06-obsidian-vault-export-v1.md", - "docs/archive/superpowers/plans/2026-05-06-helix-announce-self-report.md", - "docs/archive/superpowers/plans/2026-05-05-vendor-host-badges.md", - "docs/archive/superpowers/plans/2026-05-01-convergence-paper.md", - "docs/archive/superpowers/specs", - "docs/archive/superpowers/plans", - "docs/archive/superpowers", - "docs/archive/plans/2026-05-08-retrieval-stack-upgrade.md", - "docs/archive/plans/2026-05-08-readme-v2.md", - "docs/archive/plans/2026-05-05-foveated-splice.md", - "docs/archive/plans/2026-05-04-native-observability-sidecar.md", - "docs/archive/plans/2026-05-04-hardware-mps-rocm-ci.md", - "docs/archive/plans/2026-05-04-hardware-detection.md", - "docs/archive/plans/2026-05-02-abstain-tier.md", - "docs/archive/plans/2026-04-29-query-classifier-injection-router.md", - "docs/archive/plans/2026-04-15-helix-ai-visibility.md", - "docs/archive/plans", - "docs/archive/specs/2026-05-04-native-observability-sidecar-design.md", - "docs/archive/specs/2026-05-04-hardware-detection-design.md", - "docs/archive/specs/2026-05-03-foveated-splice-design.md", - "docs/archive/specs/2026-05-02-abstain-tier-design.md", - "docs/archive/specs/2026-05-01-convergence-paper-design.md", - "docs/archive/specs/2026-04-29-query-classifier-injection-router-design.md", - "docs/archive/specs/2026-04-17-genome-sharding-plan.md", - "docs/archive/specs/2026-04-17-docs-tidying-helix-probe.md", - "docs/archive/specs", - "docs/archive/FUTURE", - "docs/archive/positioning", - "docs/archive/papers/figures", - "docs/archive/papers", - "docs/archive/collab/batman_output/__pycache__/test_retrieval_manifold.cpython-314-pytest-9.0.2.pyc", - "Untitled.canvas" - ] -} \ No newline at end of file diff --git a/overnight_logs/BLOCKER_2026-05-12_wall-time.md b/overnight_logs/BLOCKER_2026-05-12_wall-time.md deleted file mode 100644 index 8f187dd..0000000 --- a/overnight_logs/BLOCKER_2026-05-12_wall-time.md +++ /dev/null @@ -1,118 +0,0 @@ -# BLOCKER: bench wall time vs hard constraint conflict - -**Date:** 2026-05-12 -**Reporter:** Claude Code agent (issues #73 + #74 driver session) -**Resolves:** Phase 1 (#73 BROAD tighten) + Phase 2 (#74 PLR gate) — both **NOT RUN** - -## Summary - -Both bench-gated A/B comparisons were stopped before producing results because -the spec's wall-time estimate ("~25-40 min" per bench, ~1.5-2h per phase) is -incompatible with the actual runtime of `benchmarks/bench_needle_1000.py` under -the explicit hard constraint **"Don't touch Python source"**. - -## The conflict - -The spec gave three constraints that cannot all be satisfied together: - -| Constraint | Source | Reality | -|---|---|---| -| `N=1000` per run | Spec phase 1 step 4 | Honored — env var, no code change | -| `ASK_PROXY=0` (retrieval-only) | Spec phase 1 step 4 + 4 below | **Unreachable** — `bench_needle_1000.py` does **not** read this env var (verified by `grep ASK_PROXY benchmarks/bench_needle_1000.py` — 4 matches, **all** comments/docstrings; `run_needle()` always calls `/v1/chat/completions`, no guard). Wrapper shell `_run_n1000_blind.sh` exports it, but the wrapper just passes it as env to a Python script that ignores it. | -| Wall time ~25-40 min per run | Spec phase 1 step 4 + intro | **False under script-as-is.** The project's own canonical estimate is **5.25 h per bench_needle_1000 run at N=1000** with gemma4:e4b — see `benchmarks/_run_overnight_e4b.sh` line 7: `# A. bench_needle_1000 N=1000 (core NIAH, live genome snapshot) ~5.25h`. Four runs (2 phases × 2 configs) ≈ 21 h. | -| **Don't touch Python source** | Spec "Hard constraints" | The minimal fix is a 3-line guard wrapping the `/chat` call to honor `ASK_PROXY=0`. Auto-mode classifier **denied** this edit during the session, citing the explicit user boundary. | - -## Empirical evidence (from this session's aborted run) - -- Phase 1 baseline server started cleanly on port 11437 against - `genome-bench-2026-05-08.db` (sha256 `a43b961261822213...`) with - `expression_budget=12000` (verified via `GET /stats`). -- Two needles completed before abort: - - Needle 1 (`category=tally, key=easyocr`): /context 4.28 s + /chat **timed out at 90.00 s** → `error: "proxy: timed out"`. - - Needle 2 (`category=steam, key=jelly_speed_modifier`): /context 4.40 s + /chat 50.56 s → retrieved+answered correctly with `answer="1.5"`. -- Per-needle pace: ~70 s mean (one timeout, one 55 s end-to-end). -- Extrapolated wall time: **N=1000 × 70 s ≈ 19.4 h per run × 4 runs ≈ 78 h.** -- Even with optimistic 18 s/needle (warm + simple prompts): 5 h/run × 4 ≈ 20 h. -- The bench is **also writing to the snapshot DB** through the /chat path: - gene count grew from 18 934 → 18 936 across those two needles (the - /chat → upstream → `_forward_and_replicate` → `helix.learn` path adds - a `background_tasks.add_task(...)` that mutates state regardless of - `clean=True` on the /context call). This is the corruption mode the - spec warned about ("snapshot DB ... read-mostly") and is itself a - reason the user originally set `ASK_PROXY=0`. - -## Why I stopped instead of running - -- Continuing would (a) burn ~20 h of wall clock for one phase, (b) silently mutate the - snapshot DB through `helix.learn` calls, polluting the "read-mostly" - invariant the spec depends on, and (c) still not honor the user's intent - (retrieval-only) — the metric the gate evaluates (`retrieval_rate`) is the - /context output, the /chat output (`answer_accuracy_rate`) is irrelevant to - the BROAD/PLR config under test. -- Running with a smaller `N` would honor wall time + don't-touch-source but - break the `N=1000` env target. -- Patching the bench (3-line guard) is the minimal-impact fix but was - explicitly denied by the spec **and** by the auto-mode classifier. - -## Artifacts produced in this session - -- `overnight_logs/_compare_bench.py` — comparison helper that reads two - bench JSONs and prints the gate verdict (|retrieval_delta| ≤ 2 pp → - PASS) plus p95 deltas and per-category breakdowns. **Ready to use** for - whoever re-runs the benches. -- `overnight_logs/_snapshot_sha256.txt` — provenance hash of - `genome-bench-2026-05-08.db` at session start - (`a43b9612618222137954d8fbd860d7dbd35fa69941ec51c28fd71e72e6db22d3`). - Note: the partial run already wrote 2 background-learn entries, so the - snapshot's gene count is now 18 936, not 18 934 as originally stated. - A fresh snapshot may be appropriate before re-running. -- `overnight_logs/bench_broad_server_baseline.log[.err]` — uvicorn output - confirming the worktree's `helix.toml` was active (`expression_budget=12000`), - ribosome disabled (per the user's design pillar), CUDA active on RTX 3080 Ti. -- Phase 0 PLR artifact load-check (in transcript): **passed**. - `training/models/stacked_plr.joblib` is a dict with - `schema_version=1, label_set='t07', cos_threshold=0.7, auc_mean=0.631, - classifier=GradientBoostingClassifier, source_export=cwola_export_20260415_windowed.json, - trained_at=2026-04-22T07:23:03Z`. No retrain needed for Phase 2 (matches the - CWoLa Sprint 3 AUC=0.631 from memory). - -## Worktree state (both clean) - -- `bench-broad` worktree on branch `bench/broad-tighten` (off - `origin/master @ fa7561e`) — `helix.toml` unmodified at - `expression_tokens = 12000`. -- `bench-plr` worktree on branch `bench/plr-gate` (off - `origin/master @ fa7561e`) — `helix.toml` unmodified at - `[plr] enabled = false`. - -## Resolution paths (user picks one) - -1. **Approve the 3-line bench patch** (preferred). The patch wraps the - `/chat` call in `run_needle()` with `if os.environ.get("ASK_PROXY","1") not in ("0","false","False"):` - and synthesizes the same result-row keys the caller expects (retrieved, - ctx_latency, agent_meta-derived token fields) with `proxy_latency_s=0` - and `answered=False`. This honors the explicit `ASK_PROXY=0` directive - and brings wall time to a few-minute range per run (the /context path - is fast; only /chat is slow). I drafted the exact patch during this - session; happy to land it on a `bench/ask-proxy-gate` branch. -2. **Accept ~20 h wall time** and run each phase in the background as an - overnight job. Requires also accepting that the snapshot DB will be - slowly mutated by the /chat replication path (or fixing the - `clean=true`-honoring contract to also propagate through the proxy's - `_forward_and_replicate`). -3. **Reduce N to ~100-200** for a "preliminary" measurement. SE at - N=200 ≈ 3.5 pp, so the 2 pp gate becomes inconclusive unless the - observed delta is ≪ 1 pp or ≫ 3 pp. Acceptable for a smoke test but - not strong enough to land config flips on its own. - -Recommendation: option 1. The patch is small, surgical, and corresponds to -a documented-but-unwired feature (the file's own header comment at line 50 -references "the `ASK_PROXY=0` path" as if it exists). - -## Issues #73 / #74 — verdict for this session - -**SKIPPED due to wall-time blocker, no PR opened, no helix.toml change made.** -Branches `bench/broad-tighten` and `bench/plr-gate` remain clean at -`origin/master @ fa7561e`. Once the bench script can run retrieval-only, -both phases can be executed in ~10-20 min total (4 × N=1000 retrieval-only -runs at ~4 s context-latency each + bookkeeping ≈ 5 min/run). diff --git a/overnight_logs/_compare_bench.py b/overnight_logs/_compare_bench.py deleted file mode 100644 index 4bc6667..0000000 --- a/overnight_logs/_compare_bench.py +++ /dev/null @@ -1,99 +0,0 @@ -"""Bench comparison helper — load two needle JSONs, print summary deltas. - -Usage: - python _compare_bench.py baseline.json candidate.json [label_base] [label_cand] -""" -import json -import sys -from pathlib import Path - - -def load(p): - with open(p, "r", encoding="utf-8") as f: - return json.load(f) - - -def main(): - if len(sys.argv) < 3: - print("usage: _compare_bench.py baseline.json candidate.json [label_b] [label_c]") - sys.exit(1) - base_path = sys.argv[1] - cand_path = sys.argv[2] - label_b = sys.argv[3] if len(sys.argv) > 3 else "baseline" - label_c = sys.argv[4] if len(sys.argv) > 4 else "candidate" - - b = load(base_path) - c = load(cand_path) - bs = b["summary"] - cs = c["summary"] - - def fmt_pct(x): - return f"{x*100:.2f}%" - - print(f"=== Bench compare: {label_b} vs {label_c} ===") - print(f" N: {bs['n']} / {cs['n']}") - print(f" Model: {b.get('model')} / {c.get('model')}") - print(f" Axis: {b.get('axis')} / {c.get('axis')}") - print() - print("Headline metrics:") - print(f" retrieval_rate: {fmt_pct(bs['retrieval_rate'])} -> {fmt_pct(cs['retrieval_rate'])} " - f"(delta = {(cs['retrieval_rate']-bs['retrieval_rate'])*100:+.2f} pp)") - print(f" answer_accuracy_rate: {fmt_pct(bs['answer_accuracy_rate'])} -> {fmt_pct(cs['answer_accuracy_rate'])} " - f"(delta = {(cs['answer_accuracy_rate']-bs['answer_accuracy_rate'])*100:+.2f} pp)") - print(f" errors: {bs['errors']} -> {cs['errors']}") - print() - bl = bs["latency"] - cl = cs["latency"] - print("Latency:") - print(f" context_p50_s: {bl['context_p50_s']} -> {cl['context_p50_s']} " - f"(delta = {cl['context_p50_s']-bl['context_p50_s']:+.3f}s)") - print(f" context_p95_s: {bl['context_p95_s']} -> {cl['context_p95_s']} " - f"(delta = {cl['context_p95_s']-bl['context_p95_s']:+.3f}s)") - print(f" proxy_p50_s: {bl['proxy_p50_s']} -> {cl['proxy_p50_s']}") - print(f" proxy_p95_s: {bl['proxy_p95_s']} -> {cl['proxy_p95_s']}") - print() - bt = bs.get("tokens", {}) - ct = cs.get("tokens", {}) - if bt and ct: - print("Tokens:") - print(f" avg_injected: {bt.get('avg_injected')} -> {ct.get('avg_injected')}") - print(f" avg_budget: {bt.get('avg_budget')} -> {ct.get('avg_budget')}") - print(f" avg_budget_util: {bt.get('avg_budget_utilization')} -> {ct.get('avg_budget_utilization')}") - print(f" avg_compression: {bt.get('avg_compression_ratio')} -> {ct.get('avg_compression_ratio')}") - print(f" avg_genes_expressed: {bt.get('avg_genes_expressed')} -> {ct.get('avg_genes_expressed')}") - print(f" total_injected: {bt.get('total_injected')} -> {ct.get('total_injected')}") - print() - print("By category (retrieval_rate):") - bcat = bs.get("by_category", {}) - ccat = cs.get("by_category", {}) - cats = sorted(set(bcat) | set(ccat)) - for cat in cats: - b_r = bcat.get(cat, {}).get("retrieval_rate", 0) - c_r = ccat.get(cat, {}).get("retrieval_rate", 0) - n = bcat.get(cat, {}).get("n", ccat.get(cat, {}).get("n", 0)) - print(f" {cat:<20} n={n:>4} {fmt_pct(b_r)} -> {fmt_pct(c_r)} ({(c_r-b_r)*100:+.2f} pp)") - print() - print("Failure modes:") - bfm = bs.get("failure_modes", {}) - cfm = cs.get("failure_modes", {}) - keys = sorted(set(bfm) | set(cfm)) - for k in keys: - print(f" {k:<20} {bfm.get(k, 0):>5} -> {cfm.get(k, 0):>5}") - print() - - # Verdict - delta_pp = (cs["retrieval_rate"] - bs["retrieval_rate"]) * 100 - abs_delta = abs(delta_pp) - p95_delta = cl["context_p95_s"] - bl["context_p95_s"] - if abs_delta <= 2.0: - verdict = "PASS" - elif abs_delta <= 3.0: - verdict = "BORDERLINE" - else: - verdict = "FAIL" - print(f"Gate (|retrieval delta| <= 2.0 pp): delta = {delta_pp:+.2f} pp -> {verdict}") - print(f"Context p95 delta: {p95_delta:+.3f}s (informational)") - - -if __name__ == "__main__": - main() diff --git a/overnight_logs/_snapshot_sha256.txt b/overnight_logs/_snapshot_sha256.txt deleted file mode 100644 index 6321de1..0000000 --- a/overnight_logs/_snapshot_sha256.txt +++ /dev/null @@ -1 +0,0 @@ -a43b9612618222137954d8fbd860d7dbd35fa69941ec51c28fd71e72e6db22d3 diff --git a/overnight_logs/bench_broad_server_baseline.log b/overnight_logs/bench_broad_server_baseline.log deleted file mode 100644 index 5d66e09..0000000 --- a/overnight_logs/bench_broad_server_baseline.log +++ /dev/null @@ -1,2 +0,0 @@ -INFO: 127.0.0.1:61517 - "GET /health HTTP/1.1" 200 OK -INFO: 127.0.0.1:61547 - "GET /health HTTP/1.1" 200 OK diff --git a/overnight_logs/bench_broad_server_baseline.log.err b/overnight_logs/bench_broad_server_baseline.log.err deleted file mode 100644 index 62fccc7..0000000 --- a/overnight_logs/bench_broad_server_baseline.log.err +++ /dev/null @@ -1,12 +0,0 @@ - Loading weights: 0%| | 0/103 [00:00 7000 - -**Verdict: PASS** (|retrieval delta| = +0.90 pp <= 2 pp gate; p95 -103 ms). - -## Method - -- **Harness**: `benchmarks/bench_needle_1000.py --axis blind` (v3, ASK_PROXY=0 retrieval-only mode unblocked by commit `8ecfbab`) -- **Model**: `gemma4:e4b` (8.0B Q4_K_M, pre-loaded with `keep_alive=12h`) -- **N**: 1000 needles -- **Seed**: 42 -- **Axis**: `blind` -- **ASK_PROXY**: `0` (retrieval-only — proxy_p50/p95 = 0 confirms `/chat` was bypassed) -- **Helix server**: editable install from `bench/broad-tighten` worktree, `127.0.0.1:11437`, ribosome=disabled (LLM-free retrieval), CUDA on RTX 3080 Ti -- **Wall**: 40.7 min baseline + 40.0 min candidate = **80.7 min total** - -## Results - -| Metric | 12k baseline | 7k candidate | Delta | -|-------------------------|--------------|--------------|-------------------| -| **retrieval_rate** | **11.10%** | **12.00%** | **+0.90 pp** | -| answer_accuracy_rate | 0.00% | 0.00% | +0.00 pp (N/A — ASK_PROXY=0)| -| context p50 | 2.256 s | 2.250 s | -0.006 s | -| context p95 | 3.531 s | 3.428 s | **-0.103 s** | -| avg_injected tokens | 1138.81 | 1129.87 | -8.94 | -| avg_budget | 14103.0 | 14076.0 | -27.0 | -| avg_budget_utilization | 8.4% | 8.4% | flat (both runs underfill the cap) | -| avg_genes_expressed | 4.99 | 4.99 | flat | -| errors | 0 | 0 | flat | - -### Per-category retrieval - -| Category | n | 12k retr | 7k retr | Delta | -|-------------------|-----|-----------|-----------|-----------| -| education_public | 300 | 12.33% | 14.67% | **+2.34 pp** | -| steam | 250 | 11.60% | 12.80% | +1.20 pp | -| helix | 150 | 8.00% | 6.67% | -1.33 pp | -| cosmic | 120 | 7.50% | 7.50% | flat | -| tally | 80 | 12.50% | 13.75% | +1.25 pp | -| other | 50 | 20.00% | 20.00% | flat | -| scorerift | 50 | 8.00% | 8.00% | flat | - -`education_public` (the largest stratum) carries the +0.9pp headline. `helix` regressed -1.33pp but at n=150 that's 2 fewer hits — well inside seed noise. No category dropped past the 2pp gate. - -### Failure modes - -- 12k: `retrieval_miss=889`, `extraction_miss=111`, `error=0` -- 7k: `retrieval_miss=880`, `extraction_miss=120`, `error=0` - -(`extraction_miss` counts here are the "retrieved but downstream couldn't extract" set; under ASK_PROXY=0 the downstream model isn't actually run, so the harness flags every retrieved-but-the-needle-text-also-appeared-in-context row this way. The headline `retrieval_rate` is the meaningful number.) - -## Why this works - -Both runs show **avg_budget_utilization = 8.4%** — the 12k cap was never the binding constraint. The retrieval pipeline emits ~5 genes with ~1.1K total injected tokens regardless of whether the cap is 12k or 7k. Tightening from 12k to 7k: - -1. **Cannot regress recall** (it never bound; the avg uses ~8% of either budget) -2. **Tightens p95 modestly** (-103 ms) — likely lower memory-pressure on the spliced-context assembler when the cap is closer to actual usage -3. **Frees 5k of nominal context budget** for downstream consumers (system prompt, tools, etc.) when they share the same 128K context window - -The +0.9pp retrieval improvement on the same seed is small enough to be seed noise but consistent direction — see the per-category breakdown where 4 of 7 categories improved and only 1 regressed by more than 1pp. - -## Provenance - -- Branch: `bench/broad-tighten` @ `8ecfbabfa54aec207b0e8767c0962fa08f45ecc5` (head before this report's commits) -- Snapshot DB (frozen, used by both runs): `genome-bench-2026-05-08-frozen.db` -- Snapshot DB sha256: `AEAAF3AB8FDF9E6078BEFCEECA7A11F91F74EA8B20F9EA167292B7C3476B37C7` -- Gene count at server startup: 18,936 (live DB grew from 18,934 documented count via background ingests; bench reads frozen copy) -- Frozen-DB justification: `bench_needle_1000.py`'s `benchmark_monitor` aborts on snapshot mtime/size change; helix's `_background_checkpoint` task fires every 60s and dirties the live DB. Pointing the bench's `GENOME_DB` at a copy-of-snapshot ('frozen') isolates the integrity check from helix's WAL activity. Helix continues to use the original DB. -- Bench output JSONs: - - `overnight_logs/needle_1000_broad12k_2026-05-12_1422_blind.json` - - `overnight_logs/needle_1000_broad7k_2026-05-12_1422_blind.json` -- Comparison helper: `overnight_logs/_compare_bench.py` (committed in prior `e0cc385`) - -## `helix.toml` diff - -```diff ---- a/helix.toml -+++ b/helix.toml -@@ -69,7 +69,7 @@ low_vram_threshold_gb = 4.0 - - [budget] - ribosome_tokens = 3000 # fixed decoder prompt --expression_tokens = 12000 # 1:10 ratio at 128K = ~12.8K total context budget -+expression_tokens = 7000 # ~7K expressions cap (BROAD tighten 2026-05-12, bench-gated #73) - max_genes_per_turn = 12 - max_fingerprints_per_turn = 40 # navigation-first fingerprint payload cap (final returned count, not frontier width) - splice_aggressiveness = 0.3 # 0=keep all, 1=ruthless trim (lower preserves more literal detail) -``` diff --git a/overnight_logs/needle_1000_broad12k_2026-05-12_1422_blind.json b/overnight_logs/needle_1000_broad12k_2026-05-12_1422_blind.json deleted file mode 100644 index 14ea57c..0000000 --- a/overnight_logs/needle_1000_broad12k_2026-05-12_1422_blind.json +++ /dev/null @@ -1,21115 +0,0 @@ -{ - "timestamp": "2026-05-12T15:03:40", - "harness_version": 3, - "axis": "blind", - "n": 1000, - "model": "gemma4:e4b", - "seed": 42, - "genome_snapshot": "F:/Projects/helix-context/genome-bench-2026-05-08-frozen.db", - "stratification": { - "education_public": 0.3, - "helix": 0.15, - "cosmic": 0.12, - "tally": 0.08, - "scorerift": 0.05, - "steam": 0.25, - "other": 0.05 - }, - "summary": { - "n": 1000, - "retrieval_rate": 0.111, - "answer_accuracy_rate": 0.0, - "retrieved": 111, - "answered": 0, - "errors": 0, - "failure_modes": { - "retrieval_miss": 889, - "extraction_miss": 111, - "error": 0 - }, - "by_category": { - "tally": { - "n": 80, - "retrieved": 10, - "answered": 0, - "retrieval_rate": 0.125, - "answer_rate": 0.0 - }, - "steam": { - "n": 250, - "retrieved": 29, - "answered": 0, - "retrieval_rate": 0.116, - "answer_rate": 0.0 - }, - "cosmic": { - "n": 120, - "retrieved": 9, - "answered": 0, - "retrieval_rate": 0.075, - "answer_rate": 0.0 - }, - "helix": { - "n": 150, - "retrieved": 12, - "answered": 0, - "retrieval_rate": 0.08, - "answer_rate": 0.0 - }, - "education_public": { - "n": 300, - "retrieved": 37, - "answered": 0, - "retrieval_rate": 0.1233, - "answer_rate": 0.0 - }, - "other": { - "n": 50, - "retrieved": 10, - "answered": 0, - "retrieval_rate": 0.2, - "answer_rate": 0.0 - }, - "scorerift": { - "n": 50, - "retrieved": 4, - "answered": 0, - "retrieval_rate": 0.08, - "answer_rate": 0.0 - } - }, - "latency": { - "context_p50_s": 2.256, - "context_p95_s": 3.531, - "proxy_p50_s": 0.0, - "proxy_p95_s": 0.0 - }, - "tokens": { - "avg_injected": 1138.811, - "avg_budget": 14103.0, - "avg_budget_utilization": 0.084, - "avg_compression_ratio": 13.455, - "avg_genes_expressed": 4.994, - "total_injected": 1138811, - "answers_per_ktoken": 0.0 - }, - "total_time_s": 2444.0, - "total_time_min": 40.7, - "run_clean": true, - "monitor_status": "clean", - "monitor_incidents": 0 - }, - "needles": [ - { - "gene_id": "4a05508230d483f3", - "category": "tally", - "key": "easyocr", - "value": "EasyOCR", - "query": "What is the value of easyocr?", - "retrieved": false, - "answered": false, - "context_latency_s": 4.758, - "proxy_latency_s": 0.0, - "ellipticity": 0.342, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 625, - "compression_ratio": 12.29, - "budget_utilization": 0.042, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "6cc276544449a6eb", - "category": "steam", - "key": "jelly_speed_modifier", - "value": "1.5", - "query": "What is the value of jelly speed modifier?", - "retrieved": true, - "answered": false, - "context_latency_s": 3.249, - "proxy_latency_s": 0.0, - "ellipticity": 0.595, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1501, - "compression_ratio": 2.89, - "budget_utilization": 0.167, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "29093faef331e83f", - "category": "tally", - "key": "secret", - "value": "bookkeeper-dev-secret-DO-NOT-USE-IN-PROD", - "query": "What is the value of secret?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.474, - "proxy_latency_s": 0.0, - "ellipticity": 0.672, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1644, - "compression_ratio": 1.85, - "budget_utilization": 0.11, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "1185a3d478674285", - "category": "cosmic", - "key": "causal_graph", - "value": "causal_graph", - "query": "What is the value of causal graph?", - "retrieved": true, - "answered": false, - "context_latency_s": 2.227, - "proxy_latency_s": 0.0, - "ellipticity": 0.62, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1835, - "compression_ratio": 5.88, - "budget_utilization": 0.122, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "09bd5edf8c27a46b", - "category": "cosmic", - "key": "saas_categories", - "value": "SaasCategory", - "query": "What is the value of saas categories?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.519, - "proxy_latency_s": 0.0, - "ellipticity": 0.633, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1304, - "compression_ratio": 3.29, - "budget_utilization": 0.087, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "d64947b11095c458", - "category": "helix", - "key": "nribosome_model", - "value": "gemma4:e4b", - "query": "What is the value of nribosome model?", - "retrieved": false, - "answered": false, - "context_latency_s": 3.439, - "proxy_latency_s": 0.0, - "ellipticity": 0.558, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1724, - "compression_ratio": 2.54, - "budget_utilization": 0.115, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "e285cef01bdb726b", - "category": "education_public", - "key": "community", - "value": "coder_2", - "query": "What is the value of community?", - "retrieved": false, - "answered": false, - "context_latency_s": 1.893, - "proxy_latency_s": 0.0, - "ellipticity": 0.596, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1292, - "compression_ratio": 2.82, - "budget_utilization": 0.086, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "030313e05003458b", - "category": "steam", - "key": "ticks_to_generate_entities", - "value": "20", - "query": "What is the value of ticks to generate entities?", - "retrieved": false, - "answered": false, - "context_latency_s": 3.211, - "proxy_latency_s": 0.0, - "ellipticity": 0.648, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1421, - "compression_ratio": 3.26, - "budget_utilization": 0.095, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "9318dd1e0e9f5763", - "category": "steam", - "key": "hard", - "value": "9000", - "query": "What is the value of hard?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.349, - "proxy_latency_s": 0.0, - "ellipticity": 0.645, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1680, - "compression_ratio": 2.26, - "budget_utilization": 0.187, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "b21ea3c7fe707e6a", - "category": "helix", - "key": "http", - "value": "//127.0.0.1:18787/dashboard", - "query": "What is the value of http?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.611, - "proxy_latency_s": 0.0, - "ellipticity": 0.429, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 621, - "compression_ratio": 12.32, - "budget_utilization": 0.041, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "907d817bcfbb78ec", - "category": "steam", - "key": "shown_text", - "value": "msg-gun-equipment-controller", - "query": "What is the value of shown text?", - "retrieved": false, - "answered": false, - "context_latency_s": 3.163, - "proxy_latency_s": 0.0, - "ellipticity": 0.624, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1819, - "compression_ratio": 5.04, - "budget_utilization": 0.121, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "5951b958923f4451", - "category": "steam", - "key": "width", - "value": "1066", - "query": "What is the value of width?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.977, - "proxy_latency_s": 0.0, - "ellipticity": 0.674, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1891, - "compression_ratio": 3.09, - "budget_utilization": 0.126, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "736aa02dcb6b6871", - "category": "helix", - "key": "tray_icon", - "value": "HelixTrayIcon", - "query": "What is the value of tray icon?", - "retrieved": true, - "answered": false, - "context_latency_s": 2.886, - "proxy_latency_s": 0.0, - "ellipticity": 0.517, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1966, - "compression_ratio": 3.24, - "budget_utilization": 0.131, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "ea5d30d6c05b16e5", - "category": "education_public", - "key": "style", - "value": "text-decoration:none", - "query": "What is the value of style?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.968, - "proxy_latency_s": 0.0, - "ellipticity": 0.599, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1368, - "compression_ratio": 3.89, - "budget_utilization": 0.091, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "a1504f47582d2842", - "category": "steam", - "key": "tiid", - "value": "__1__", - "query": "What is the value of tiid?", - "retrieved": true, - "answered": false, - "context_latency_s": 2.398, - "proxy_latency_s": 0.0, - "ellipticity": 0.5, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - 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"answered": false, - "context_latency_s": 2.24, - "proxy_latency_s": 0.0, - "ellipticity": 0.469, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 812, - "compression_ratio": 6.75, - "budget_utilization": 0.09, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "a731b5c666ec392f", - "category": "cosmic", - "key": "slot", - "value": "card-content", - "query": "What is the value of slot?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.374, - "proxy_latency_s": 0.0, - "ellipticity": 0.599, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1388, - "compression_ratio": 3.28, - "budget_utilization": 0.093, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "f51ca8e5588277f4", - "category": "tally", - "key": "preset_data", - "value": "get_preset", - "query": "What is the 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"key": "savings", - "value": "88.0", - "query": "What is the value of savings?", - "retrieved": false, - "answered": false, - "context_latency_s": 1.799, - "proxy_latency_s": 0.0, - "ellipticity": 0.551, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1229, - "compression_ratio": 8.52, - "budget_utilization": 0.137, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "a7c371ce5a64d63e", - "category": "helix", - "key": "genes", - "value": "load_open_genes", - "query": "What is the value of genes?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.197, - "proxy_latency_s": 0.0, - "ellipticity": 0.429, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 474, - "compression_ratio": 10.34, - "budget_utilization": 0.032, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": 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"4a78e0cb1bfa01ca", - "category": "cosmic", - "key": "invite", - "value": "UPDATE", - "query": "What is the value of invite?", - "retrieved": false, - "answered": false, - "context_latency_s": 1.966, - "proxy_latency_s": 0.0, - "ellipticity": 0.639, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1951, - "compression_ratio": 6.32, - "budget_utilization": 0.217, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "3c74b437259d9a19", - "category": "education_public", - "key": "service_path", - "value": "service_dir", - "query": "What is the service path mentioned in the code?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.579, - "proxy_latency_s": 0.0, - "ellipticity": 0.593, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1490, - "compression_ratio": 2.17, - "budget_utilization": 0.099, - "cold_tier_used": 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"value": "getCurrentTier", - "query": "What is the value of tier?", - "retrieved": false, - "answered": false, - "context_latency_s": 1.95, - "proxy_latency_s": 0.0, - "ellipticity": 0.757, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1287, - "compression_ratio": 3.41, - "budget_utilization": 0.143, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "f17486275a64c374", - "category": "education_public", - "key": "handlers", - "value": ":ollama::start", - "query": "What is the value of handlers?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.447, - "proxy_latency_s": 0.0, - "ellipticity": 0.622, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 747, - "compression_ratio": 6.71, - "budget_utilization": 0.05, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "fb9df9ffaacde8e3", - "category": "education_public", - "key": "matrix_lr", - "value": "0.04", - "query": "What is the value of matrix lr?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.241, - "proxy_latency_s": 0.0, - "ellipticity": 0.704, - "genes_expressed": 5, - "budget_tier": "focused", - "budget_tokens_est": 9000, - "injected_tokens_est": 1542, - "compression_ratio": 3.01, - "budget_utilization": 0.171, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "617e0ef1ec22886d", - "category": "steam", - "key": "width", - "value": "1046", - "query": "What is the value of width?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.421, - "proxy_latency_s": 0.0, - "ellipticity": 0.755, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1659, - "compression_ratio": 3.77, - "budget_utilization": 0.111, - "cold_tier_used": false, - "cold_tier_count": 0, - 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"gene_id": "dfd948f4266a650a", - "category": "cosmic", - "key": "prompt", - "value": "buildPrompt", - "query": "What is the value of prompt?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.441, - "proxy_latency_s": 0.0, - "ellipticity": 0.82, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1770, - "compression_ratio": 2.53, - "budget_utilization": 0.118, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "1f54a5788b40af82", - "category": "helix", - "key": "correctly", - "value": "pattern-matching", - "query": "What is the value of correctly?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.211, - "proxy_latency_s": 0.0, - "ellipticity": 0.587, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 871, - "compression_ratio": 6.68, - "budget_utilization": 0.058, - "cold_tier_used": false, - 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"answered": false, - "context_latency_s": 2.532, - "proxy_latency_s": 0.0, - "ellipticity": 0.675, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1763, - "compression_ratio": 4.16, - "budget_utilization": 0.118, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "0cb19d8f630f4000", - "category": "education_public", - "key": "config_dict", - "value": "json_to_pydict", - "query": "What is the value of config dict?", - "retrieved": false, - "answered": false, - "context_latency_s": 4.701, - "proxy_latency_s": 0.0, - "ellipticity": 0.751, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 1686, - "compression_ratio": 2.91, - "budget_utilization": 0.112, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - }, - { - "gene_id": "1f1e5c7247f9ac07", - "category": "cosmic", - "key": "caddyfile", - "value": "/etc/caddy/Caddyfile", - "query": "What is the caddyfile mentioned in the code?", - "retrieved": false, - "answered": false, - "context_latency_s": 2.596, - "proxy_latency_s": 0.0, - "ellipticity": 0.618, - "genes_expressed": 5, - "budget_tier": "broad", - "budget_tokens_est": 15000, - "injected_tokens_est": 2034, - "compression_ratio": 3.54, - "budget_utilization": 0.136, - "cold_tier_used": false, - "cold_tier_count": 0, - "answer_preview": "" - } - ], - "monitor": { - "run_clean": true, - "status": "clean", - "incident_count": 0, - "by_severity": {}, - "by_type": {}, - "checks_performed": 27, - "elapsed_s": 2403.0, - "monitor_log_path": "F:\\Projects\\helix-context\\overnight_logs\\needle_1000_broad7k_2026-05-12_1422_blind.monitor.jsonl", - "incidents": [] - } -} \ No newline at end of file diff --git a/overnight_logs/needle_1000_broad7k_2026-05-12_1422_blind.monitor.jsonl b/overnight_logs/needle_1000_broad7k_2026-05-12_1422_blind.monitor.jsonl deleted file mode 100644 index 57413a6..0000000 --- a/overnight_logs/needle_1000_broad7k_2026-05-12_1422_blind.monitor.jsonl +++ /dev/null @@ -1,27 +0,0 @@ -{"timestamp": "2026-05-12T15:05:15", "type": "heartbeat", "check_number": 1, "progress": 0.0, "needles_done": 0, "needles_total": 1000, "vram_used_pct": 0.7294, "vram_counter": 0, "unauthorized_models": [], "is_early": true} -{"timestamp": "2026-05-12T15:06:47", "type": "heartbeat", "check_number": 2, "progress": 0.039, "needles_done": 39, "needles_total": 1000, "vram_used_pct": 0.768, "vram_counter": 0, "unauthorized_models": [], "is_early": true} -{"timestamp": "2026-05-12T15:08:18", "type": "heartbeat", "check_number": 3, "progress": 0.079, "needles_done": 79, "needles_total": 1000, "vram_used_pct": 0.768, "vram_counter": 0, "unauthorized_models": [], "is_early": true} -{"timestamp": "2026-05-12T15:09:50", "type": "heartbeat", "check_number": 4, "progress": 0.119, "needles_done": 119, "needles_total": 1000, "vram_used_pct": 0.768, "vram_counter": 0, "unauthorized_models": [], "is_early": true} -{"timestamp": "2026-05-12T15:11:21", "type": "heartbeat", "check_number": 5, "progress": 0.154, "needles_done": 154, "needles_total": 1000, "vram_used_pct": 0.7491, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:12:53", "type": "heartbeat", "check_number": 6, "progress": 0.192, "needles_done": 192, "needles_total": 1000, "vram_used_pct": 0.7485, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:14:25", "type": "heartbeat", "check_number": 7, "progress": 0.231, "needles_done": 231, "needles_total": 1000, "vram_used_pct": 0.7485, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:15:56", "type": "heartbeat", "check_number": 8, "progress": 0.268, "needles_done": 268, "needles_total": 1000, "vram_used_pct": 0.7485, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:17:28", "type": "heartbeat", "check_number": 9, "progress": 0.305, "needles_done": 305, "needles_total": 1000, "vram_used_pct": 0.7479, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:19:00", "type": "heartbeat", "check_number": 10, "progress": 0.343, "needles_done": 343, "needles_total": 1000, "vram_used_pct": 0.7457, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:20:32", "type": "heartbeat", "check_number": 11, "progress": 0.383, "needles_done": 384, "needles_total": 1000, "vram_used_pct": 0.7476, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:22:04", "type": "heartbeat", "check_number": 12, "progress": 0.424, "needles_done": 424, "needles_total": 1000, "vram_used_pct": 0.7553, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:23:36", "type": "heartbeat", "check_number": 13, "progress": 0.457, "needles_done": 457, "needles_total": 1000, "vram_used_pct": 0.7585, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:25:08", "type": "heartbeat", "check_number": 14, "progress": 0.494, "needles_done": 494, "needles_total": 1000, "vram_used_pct": 0.7594, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:26:39", "type": "heartbeat", "check_number": 15, "progress": 0.533, "needles_done": 533, "needles_total": 1000, "vram_used_pct": 0.7619, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:28:11", "type": "heartbeat", "check_number": 16, "progress": 0.57, "needles_done": 570, "needles_total": 1000, "vram_used_pct": 0.7582, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:29:43", "type": "heartbeat", "check_number": 17, "progress": 0.61, "needles_done": 610, "needles_total": 1000, "vram_used_pct": 0.7635, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:31:15", "type": "heartbeat", "check_number": 18, "progress": 0.649, "needles_done": 649, "needles_total": 1000, "vram_used_pct": 0.7642, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:32:46", "type": "heartbeat", "check_number": 19, "progress": 0.683, "needles_done": 683, "needles_total": 1000, "vram_used_pct": 0.7642, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:34:18", "type": "heartbeat", "check_number": 20, "progress": 0.722, "needles_done": 722, "needles_total": 1000, "vram_used_pct": 0.7642, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:35:50", "type": "heartbeat", "check_number": 21, "progress": 0.76, "needles_done": 760, "needles_total": 1000, "vram_used_pct": 0.7649, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:37:21", "type": "heartbeat", "check_number": 22, "progress": 0.798, "needles_done": 798, "needles_total": 1000, "vram_used_pct": 0.7649, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:38:52", "type": "heartbeat", "check_number": 23, "progress": 0.836, "needles_done": 836, "needles_total": 1000, "vram_used_pct": 0.7649, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:40:24", "type": "heartbeat", "check_number": 24, "progress": 0.875, "needles_done": 875, "needles_total": 1000, "vram_used_pct": 0.765, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:41:56", "type": "heartbeat", "check_number": 25, "progress": 0.915, "needles_done": 915, "needles_total": 1000, "vram_used_pct": 0.7651, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:43:27", "type": "heartbeat", "check_number": 26, "progress": 0.955, "needles_done": 955, "needles_total": 1000, "vram_used_pct": 0.7651, "vram_counter": 0, "unauthorized_models": [], "is_early": false} -{"timestamp": "2026-05-12T15:44:59", "type": "heartbeat", "check_number": 27, "progress": 0.994, "needles_done": 994, "needles_total": 1000, "vram_used_pct": 0.7651, "vram_counter": 0, "unauthorized_models": [], "is_early": false} diff --git a/overnight_logs/plr_gate_2026-05-12_1549_report.md b/overnight_logs/plr_gate_2026-05-12_1549_report.md deleted file mode 100644 index 03d616f..0000000 --- a/overnight_logs/plr_gate_2026-05-12_1549_report.md +++ /dev/null @@ -1,99 +0,0 @@ -# PLR gate (#74): `[plr] enabled = true` - -**Verdict: PASS** on all three gates: - -| Gate | Threshold | Result | Status | -|-------------------------------------|-----------------|-----------|--------| -| Off-side clean (no PLR on baseline) | `0/N` | `0/50` | PASS | -| On-side presence (packets w/ items) | `>= 90%` | `100%` | PASS | -| p95 latency delta | `< +50 ms` | `-389 ms` | PASS | - -PLR-on actually **improves** p95 by 389 ms in this run (likely seed-noise within the small N=50 sample — the point is "no degradation," and we got better-than-flat). - -## Method - -- **Harness**: new `benchmarks/bench_plr_smoke.py` (shipped with this PR). 50 retrieval-only queries via `/context/packet`. Corpus harvested by reusing `bench_needle_1000.harvest_needles` + `build_query_blind` so the question shape matches the existing #73 BROAD bench — every query has a real KV needle behind it. -- **Helix server**: editable install from `bench/plr-gate` worktree, `127.0.0.1:11437`, ribosome=disabled, CUDA on RTX 3080 Ti. -- **N**: 50 queries per side -- **Seed**: 42 (same harvester seed both sides) -- **PLR artifact**: `training/models/stacked_plr.joblib` (committed in this PR — pre-trained query-quality head, schema v1, label_set `t07`, training AUC 0.6314 > 0.55 §C2 gate). Sidecar `.sha256` also committed. -- **Wall**: 62-64 s per side, ~2 min total bench time. - -## Numbers - -### PLR off (baseline) - -| Metric | Value | -|-----------------------|---------------| -| n | 50 | -| p50 ms | 1164.81 | -| p95 ms | 2612.82 | -| plr_present rate | 0.0% (0/50) | -| with_items count | 50/50 | -| ok count (HTTP 200) | 50/50 | -| wall s | 64.33 | - -### PLR on (candidate) - -| Metric | Value | -|-----------------------|---------------| -| n | 50 | -| p50 ms | 1185.98 | -| p95 ms | 2223.99 | -| plr_present rate | **100.0% (50/50)** | -| with_items count | 50/50 | -| ok count (HTTP 200) | 50/50 | -| wall s | 62.17 | - -### Deltas - -| Metric | Delta | -|-----------------|--------------------| -| p50 | +21.17 ms | -| p95 | **-388.83 ms** (gate <+50 ms) | -| presence (with_items) | **+100 pp** (gate >=90 pp) | -| off-side leakage | **0/50** (gate =0)| - -### Sample PLR block - -```json -{ - "prob_B": 0.9123, - "logit": 2.3423, - "score_A": 0.0877, - "high_risk": true, - "artifact_label_set": "t07" -} -``` - -(`prob_B` = predicted log-odds of re-query within 60s under cos(q_t, q_{t+1}) filter; `high_risk` = `prob_B > config.plr.high_risk_threshold`, currently 0.5.) - -## Why the smoke bench is HTTP-only - -`_compute_plr_confidence` lives at `helix_context/server.py:453` and is **only** called from the `/context/packet` HTTP endpoint at `server.py:1634`. The in-tree `benchmarks/bench_packet.py` calls `build_context_packet` directly — it bypasses the route handler, so PLR is never exercised by it. This bench hits the endpoint over real HTTP so the `live_cfg.plr.enabled` gate and the PLR closure both fire. - -## Provenance - -- Branch: `bench/plr-gate` @ `6146b56` (prior blocker-report commit) + this commit -- Snapshot DB: `genome-bench-2026-05-08-frozen.db` sha256 `AEAAF3AB8FDF9E6078BEFCEECA7A11F91F74EA8B20F9EA167292B7C3476B37C7` -- Server-loaded gene count: 18,936 -- Bench output JSONs: - - `overnight_logs/plr_smoke_off_2026-05-12_1549.json` - - `overnight_logs/plr_smoke_on_2026-05-12_1549.json` -- PLR artifact (committed under `training/models/`): copy of `stacked_plr.joblib` from main repo; same sha256 as documented in the trainer-side `.sha256` sidecar. - -## `helix.toml` diff - -```diff ---- a/helix.toml -+++ b/helix.toml -@@ -317,7 +317,7 @@ pki_weight = 1.0 # path-key-index tier, RRF participant - # Train a fresh artifact with: - # python scripts/pwpc/sprint3.py \ - # --save-model training/models/stacked_plr.joblib --save-label-set best --enabled = false # Dark by default; bench before flipping -+enabled = true # Bench-gated 2026-05-12 (#74): plr_confidence on /context/packet; p95 delta < 50ms; presence >= 90% of packets-with-items - model_path = "training/models/stacked_plr.joblib" - expected_sha256 = "" # Empty = trust the .sha256 sidecar (written by the trainer) - high_risk_threshold = 0.5 # `prob_B > this` surfaces a coarse "likely-to-re-query" boolean -``` diff --git a/overnight_logs/plr_smoke_off_2026-05-12_1549.json b/overnight_logs/plr_smoke_off_2026-05-12_1549.json deleted file mode 100644 index 10d15b6..0000000 --- a/overnight_logs/plr_smoke_off_2026-05-12_1549.json +++ /dev/null @@ -1,566 +0,0 @@ -{ - "summary": { - "helix_url": "http://127.0.0.1:11437", - "n": 50, - "seed": 42, - "wall_s": 64.32994031906128, - "p50_ms": 1164.808750152588, - "p95_ms": 2612.8167867660522, - "plr_present_rate": 0.0, - "plr_present_rate_with_items": 0.0, - "ok_count": 50, - "with_items_count": 50 - }, - "rows": [ - { - "i": 0, - "query": "What is the value of last commit?", - "category": "helix", - "status": 200, - "latency_ms": 2353.013515472412, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 1, - "query": "What is the value of ribosome?", - "category": "helix", - "status": 200, - "latency_ms": 1206.101655960083, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 2, - "query": "What is the value of tests?", - "category": "other", - "status": 200, - "latency_ms": 2930.354118347168, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 3, - "query": "What is the state file mentioned in the code?", - "category": "education_public", - "status": 200, - "latency_ms": 1324.4123458862305, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 4, - "query": "What is the value of health?", - "category": "tally", - "status": 200, - "latency_ms": 898.1618881225586, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 5, - "query": "What is the value of yaml?", - "category": "helix", - "status": 200, - "latency_ms": 1403.2790660858154, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 6, - "query": "What is the value of gpu available?", - "category": "education_public", - "status": 200, - "latency_ms": 1056.4014911651611, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 7, - "query": "What is the similarity threshold in the education_public source?", - "category": "education_public", - "status": 200, - "latency_ms": 988.8787269592285, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 8, - "query": "What is the value of json?", - "category": "education_public", - "status": 200, - "latency_ms": 3058.3057403564453, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 9, - "query": "What is the value of fields?", - "category": "tally", - "status": 200, - "latency_ms": 1324.2461681365967, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 10, - "query": "What is the value of noqa?", - "category": "education_public", - "status": 200, - "latency_ms": 1047.4441051483154, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 11, - "query": "What is the value of savings?", - "category": "helix", - "status": 200, - "latency_ms": 958.8143825531006, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 12, - "query": "What is the value of tokens?", - "category": "cosmic", - "status": 200, - "latency_ms": 1421.4951992034912, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 13, - "query": "What is the value of unchanged keys?", - "category": "education_public", - "status": 200, - "latency_ms": 1418.5066223144531, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 14, - "query": "What is the value of framing?", - "category": "cosmic", - "status": 200, - "latency_ms": 784.1954231262207, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 15, - "query": "What is the value of icon?", - "category": "steam", - "status": 200, - "latency_ms": 1590.5988216400146, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 16, - "query": "What is the filename anchor weight mentioned in the code?", - "category": "helix", - "status": 200, - "latency_ms": 1554.4354915618896, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 17, - "query": "What is the value of failed?", - "category": "scorerift", - "status": 200, - "latency_ms": 1041.5287017822266, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 18, - "query": "What is the filename mentioned in the code?", - "category": "steam", - "status": 200, - "latency_ms": 2202.4965286254883, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 19, - "query": "What is the value of converged at?", - "category": "scorerift", - "status": 200, - "latency_ms": 1042.7987575531006, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 20, - "query": "What is the value of km trainable?", - "category": "helix", - "status": 200, - "latency_ms": 994.513988494873, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 21, - "query": "What is the value of end time?", - "category": "steam", - "status": 200, - "latency_ms": 1238.8527393341064, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 22, - "query": "What is the value of criteria?", - "category": "education_public", - "status": 200, - "latency_ms": 903.4464359283447, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 23, - "query": "What is the value of ram ceiling pct?", - "category": "education_public", - "status": 200, - "latency_ms": 1030.0967693328857, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 24, - "query": "What is the value of token?", - "category": "tally", - "status": 200, - "latency_ms": 1227.198839187622, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 25, - "query": "What is the size in the cosmic source?", - "category": "cosmic", - "status": 200, - "latency_ms": 1408.886194229126, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 26, - "query": "What is the value of pair rows?", - "category": "helix", - "status": 200, - "latency_ms": 1653.0637741088867, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 27, - "query": "What is the value of side length?", - "category": "steam", - "status": 200, - "latency_ms": 1278.407096862793, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 28, - "query": "What is the count in the education_public source?", - "category": "education_public", - "status": 200, - "latency_ms": 844.8739051818848, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 29, - "query": "What is the value of order?", - "category": "steam", - "status": 200, - "latency_ms": 999.1195201873779, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 30, - "query": "What is the threshold in the other source?", - "category": "other", - "status": 200, - "latency_ms": 995.7687854766846, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 31, - "query": "What is the value of wind speed factor?", - "category": "steam", - "status": 200, - "latency_ms": 1123.2821941375732, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 32, - "query": "What is the value of setting?", - "category": "education_public", - "status": 200, - "latency_ms": 1390.791416168213, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 33, - "query": "What is the value of callback?", - "category": "cosmic", - "status": 200, - "latency_ms": 1346.663475036621, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 34, - "query": "What is the value of flagged?", - "category": "cosmic", - "status": 200, - "latency_ms": 1255.8436393737793, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 35, - "query": "What is the value of platform to debug?", - "category": "steam", - "status": 200, - "latency_ms": 1257.0624351501465, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 36, - "query": "What is the value of control?", - "category": "steam", - "status": 200, - "latency_ms": 1255.3284168243408, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 37, - "query": "What is the value of in func?", - "category": "education_public", - "status": 200, - "latency_ms": 976.2294292449951, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 38, - "query": "What is the stack size in the steam source?", - "category": "steam", - "status": 200, - "latency_ms": 931.0934543609619, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 39, - "query": "What is the value of else?", - "category": "tally", - "status": 200, - "latency_ms": 1096.672534942627, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 40, - "query": "What is the value of payload?", - "category": "education_public", - "status": 200, - "latency_ms": 943.3810710906982, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 41, - "query": "What is the value of complete?", - "category": "education_public", - "status": 200, - "latency_ms": 924.2610931396484, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 42, - "query": "What is the value of width?", - "category": "steam", - "status": 200, - "latency_ms": 1076.8027305603027, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 43, - "query": "What is the region size in the steam source?", - "category": "steam", - "status": 200, - "latency_ms": 879.1215419769287, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 44, - "query": "What is the value of hover?", - "category": "cosmic", - "status": 200, - "latency_ms": 1000.0379085540771, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 45, - "query": "What is the value of format?", - "category": "tally", - "status": 200, - "latency_ms": 1578.8319110870361, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 46, - "query": "What is the value of upper part?", - "category": "steam", - "status": 200, - "latency_ms": 1786.8726253509521, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 47, - "query": "What is the value of regular rq factor multiplier?", - "category": "steam", - "status": 200, - "latency_ms": 1297.0232963562012, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 48, - "query": "What is the value of 30t14?", - "category": "education_public", - "status": 200, - "latency_ms": 1123.5158443450928, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - }, - { - "i": 49, - "query": "What is the value of own rss?", - "category": "education_public", - "status": 200, - "latency_ms": 897.7155685424805, - "has_plr": false, - "plr_value": null, - "item_count": 16, - "err": null - } - ] -} \ No newline at end of file diff --git a/overnight_logs/plr_smoke_on_2026-05-12_1549.json b/overnight_logs/plr_smoke_on_2026-05-12_1549.json deleted file mode 100644 index d477450..0000000 --- a/overnight_logs/plr_smoke_on_2026-05-12_1549.json +++ /dev/null @@ -1,566 +0,0 @@ -{ - "summary": { - "helix_url": "http://127.0.0.1:11437", - "n": 50, - "seed": 42, - "wall_s": 62.16865086555481, - "p50_ms": 1185.9818696975708, - "p95_ms": 2223.9859580993652, - "plr_present_rate": 1.0, - "plr_present_rate_with_items": 1.0, - "ok_count": 50, - "with_items_count": 50 - }, - "rows": [ - { - "i": 0, - "query": "What is the value of last commit?", - "category": "helix", - "status": 200, - "latency_ms": 1188.3175373077393, - "has_plr": true, - "plr_value": 0.8373059942346981, - "item_count": 16, - "err": null - }, - { - "i": 1, - "query": "What is the value of ribosome?", - "category": "helix", - "status": 200, - "latency_ms": 1344.3853855133057, - "has_plr": true, - "plr_value": 0.8281922077962206, - "item_count": 16, - "err": null - }, - { - "i": 2, - "query": "What is the value of tests?", - "category": "other", - "status": 200, - "latency_ms": 3122.8530406951904, - "has_plr": true, - "plr_value": 0.8886815983001392, - "item_count": 16, - "err": null - }, - { - "i": 3, - "query": "What is the state file mentioned in the code?", - "category": "education_public", - "status": 200, - "latency_ms": 1358.2587242126465, - "has_plr": true, - "plr_value": 0.8569645900357937, - "item_count": 16, - "err": null - }, - { - "i": 4, - "query": "What is the value of health?", - "category": "tally", - "status": 200, - "latency_ms": 815.5405521392822, - "has_plr": true, - "plr_value": 0.8400654272394781, - "item_count": 16, - "err": null - }, - { - "i": 5, - "query": "What is the value of yaml?", - "category": "helix", - "status": 200, - "latency_ms": 1235.541582107544, - "has_plr": true, - "plr_value": 0.7603009545135971, - "item_count": 16, - "err": null - }, - { - "i": 6, - "query": "What is the value of gpu available?", - "category": "education_public", - "status": 200, - "latency_ms": 1025.458812713623, - "has_plr": true, - "plr_value": 0.6823782709437137, - "item_count": 16, - "err": null - }, - { - "i": 7, - "query": "What is the similarity threshold in the education_public source?", - "category": "education_public", - "status": 200, - "latency_ms": 1262.5634670257568, - "has_plr": true, - "plr_value": 0.8335975958747751, - "item_count": 16, - "err": null - }, - { - "i": 8, - "query": "What is the value of json?", - "category": "education_public", - "status": 200, - "latency_ms": 2959.998369216919, - "has_plr": true, - "plr_value": 0.7662547705110349, - "item_count": 16, - "err": null - }, - { - "i": 9, - "query": "What is the value of fields?", - "category": "tally", - "status": 200, - "latency_ms": 1243.168830871582, - "has_plr": true, - "plr_value": 0.6726094495834928, - "item_count": 16, - "err": null - }, - { - "i": 10, - "query": "What is the value of noqa?", - "category": "education_public", - "status": 200, - "latency_ms": 1021.4791297912598, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 11, - "query": "What is the value of savings?", - "category": "helix", - "status": 200, - "latency_ms": 777.2984504699707, - "has_plr": true, - "plr_value": 0.7301571816623788, - "item_count": 16, - "err": null - }, - { - "i": 12, - "query": "What is the value of tokens?", - "category": "cosmic", - "status": 200, - "latency_ms": 1387.4540328979492, - "has_plr": true, - "plr_value": 0.8133763671466782, - "item_count": 16, - "err": null - }, - { - "i": 13, - "query": "What is the value of unchanged keys?", - "category": "education_public", - "status": 200, - "latency_ms": 1404.3543338775635, - "has_plr": true, - "plr_value": 0.8486972146210136, - "item_count": 16, - "err": null - }, - { - "i": 14, - "query": "What is the value of framing?", - "category": "cosmic", - "status": 200, - "latency_ms": 823.7729072570801, - "has_plr": true, - "plr_value": 0.21043901765532738, - "item_count": 16, - "err": null - }, - { - "i": 15, - "query": "What is the value of icon?", - "category": "steam", - "status": 200, - "latency_ms": 1404.7305583953857, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 16, - "query": "What is the filename anchor weight mentioned in the code?", - "category": "helix", - "status": 200, - "latency_ms": 1598.9744663238525, - "has_plr": true, - "plr_value": 0.858149577360198, - "item_count": 16, - "err": null - }, - { - "i": 17, - "query": "What is the value of failed?", - "category": "scorerift", - "status": 200, - "latency_ms": 1014.0135288238525, - "has_plr": true, - "plr_value": 0.2255919844609883, - "item_count": 16, - "err": null - }, - { - "i": 18, - "query": "What is the filename mentioned in the code?", - "category": "steam", - "status": 200, - "latency_ms": 1616.4848804473877, - "has_plr": true, - "plr_value": 0.8075405301334753, - "item_count": 16, - "err": null - }, - { - "i": 19, - "query": "What is the value of converged at?", - "category": "scorerift", - "status": 200, - "latency_ms": 882.8306198120117, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 20, - "query": "What is the value of km trainable?", - "category": "helix", - "status": 200, - "latency_ms": 1052.3996353149414, - "has_plr": true, - "plr_value": 0.19318713434532525, - "item_count": 16, - "err": null - }, - { - "i": 21, - "query": "What is the value of end time?", - "category": "steam", - "status": 200, - "latency_ms": 1183.6462020874023, - "has_plr": true, - "plr_value": 0.8555776516030156, - "item_count": 16, - "err": null - }, - { - "i": 22, - "query": "What is the value of criteria?", - "category": "education_public", - "status": 200, - "latency_ms": 922.238826751709, - "has_plr": true, - "plr_value": 0.18740294825295653, - "item_count": 16, - "err": null - }, - { - "i": 23, - "query": "What is the value of ram ceiling pct?", - "category": "education_public", - "status": 200, - "latency_ms": 1022.3486423492432, - "has_plr": true, - "plr_value": 0.8652096281388664, - "item_count": 16, - "err": null - }, - { - "i": 24, - "query": "What is the value of token?", - "category": "tally", - "status": 200, - "latency_ms": 1391.7992115020752, - "has_plr": true, - "plr_value": 0.8133763671466782, - "item_count": 16, - "err": null - }, - { - "i": 25, - "query": "What is the size in the cosmic source?", - "category": "cosmic", - "status": 200, - "latency_ms": 979.1440963745117, - "has_plr": true, - "plr_value": 0.7673154753742847, - "item_count": 16, - "err": null - }, - { - "i": 26, - "query": "What is the value of pair rows?", - "category": "helix", - "status": 200, - "latency_ms": 1618.8385486602783, - "has_plr": true, - "plr_value": 0.15506600401683662, - "item_count": 16, - "err": null - }, - { - "i": 27, - "query": "What is the value of side length?", - "category": "steam", - "status": 200, - "latency_ms": 1253.3621788024902, - "has_plr": true, - "plr_value": 0.21573885758550654, - "item_count": 16, - "err": null - }, - { - "i": 28, - "query": "What is the count in the education_public source?", - "category": "education_public", - "status": 200, - "latency_ms": 1007.7605247497559, - "has_plr": true, - "plr_value": 0.8034084282895595, - "item_count": 16, - "err": null - }, - { - "i": 29, - "query": "What is the value of order?", - "category": "steam", - "status": 200, - "latency_ms": 1125.46706199646, - "has_plr": true, - "plr_value": 0.15605130307474016, - "item_count": 16, - "err": null - }, - { - "i": 30, - "query": "What is the threshold in the other source?", - "category": "other", - "status": 200, - "latency_ms": 976.809024810791, - "has_plr": true, - "plr_value": 0.9163837927514452, - "item_count": 16, - "err": null - }, - { - "i": 31, - "query": "What is the value of wind speed factor?", - "category": "steam", - "status": 200, - "latency_ms": 1094.5842266082764, - "has_plr": true, - "plr_value": 0.4256712654553596, - "item_count": 16, - "err": null - }, - { - "i": 32, - "query": "What is the value of setting?", - "category": "education_public", - "status": 200, - "latency_ms": 1322.2079277038574, - "has_plr": true, - "plr_value": 0.7515905730944935, - "item_count": 16, - "err": null - }, - { - "i": 33, - "query": "What is the value of callback?", - "category": "cosmic", - "status": 200, - "latency_ms": 1280.8289527893066, - "has_plr": true, - "plr_value": 0.31296613560158937, - "item_count": 16, - "err": null - }, - { - "i": 34, - "query": "What is the value of flagged?", - "category": "cosmic", - "status": 200, - "latency_ms": 1361.356496810913, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 35, - "query": "What is the value of platform to debug?", - "category": "steam", - "status": 200, - "latency_ms": 1315.302848815918, - "has_plr": true, - "plr_value": 0.8325400026808799, - "item_count": 16, - "err": null - }, - { - "i": 36, - "query": "What is the value of control?", - "category": "steam", - "status": 200, - "latency_ms": 1236.0637187957764, - "has_plr": true, - "plr_value": 0.8400654272394781, - "item_count": 16, - "err": null - }, - { - "i": 37, - "query": "What is the value of in func?", - "category": "education_public", - "status": 200, - "latency_ms": 1052.8361797332764, - "has_plr": true, - "plr_value": 0.13421456503833168, - "item_count": 16, - "err": null - }, - { - "i": 38, - "query": "What is the stack size in the steam source?", - "category": "steam", - "status": 200, - "latency_ms": 922.7776527404785, - "has_plr": true, - "plr_value": 0.7821019913881205, - "item_count": 16, - "err": null - }, - { - "i": 39, - "query": "What is the value of else?", - "category": "tally", - "status": 200, - "latency_ms": 1096.2543487548828, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 40, - "query": "What is the value of payload?", - "category": "education_public", - "status": 200, - "latency_ms": 971.5805053710938, - "has_plr": true, - "plr_value": 0.31296613560158937, - "item_count": 16, - "err": null - }, - { - "i": 41, - "query": "What is the value of complete?", - "category": "education_public", - "status": 200, - "latency_ms": 1036.447525024414, - "has_plr": true, - "plr_value": 0.8043494940108957, - "item_count": 16, - "err": null - }, - { - "i": 42, - "query": "What is the value of width?", - "category": "steam", - "status": 200, - "latency_ms": 1291.5494441986084, - "has_plr": true, - "plr_value": 0.25238530906624035, - "item_count": 16, - "err": null - }, - { - "i": 43, - "query": "What is the region size in the steam source?", - "category": "steam", - "status": 200, - "latency_ms": 1003.873348236084, - "has_plr": true, - "plr_value": 0.775239527214071, - "item_count": 16, - "err": null - }, - { - "i": 44, - "query": "What is the value of hover?", - "category": "cosmic", - "status": 200, - "latency_ms": 931.5276145935059, - "has_plr": true, - "plr_value": 0.13863593357243356, - "item_count": 16, - "err": null - }, - { - "i": 45, - "query": "What is the value of format?", - "category": "tally", - "status": 200, - "latency_ms": 1621.7939853668213, - "has_plr": true, - "plr_value": 0.7515905730944935, - "item_count": 16, - "err": null - }, - { - "i": 46, - "query": "What is the value of upper part?", - "category": "steam", - "status": 200, - "latency_ms": 1250.3504753112793, - "has_plr": true, - "plr_value": 0.5183739352104784, - "item_count": 16, - "err": null - }, - { - "i": 47, - "query": "What is the value of regular rq factor multiplier?", - "category": "steam", - "status": 200, - "latency_ms": 1318.1571960449219, - "has_plr": true, - "plr_value": 0.06984564188319436, - 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