B3 staging seed — 21 runs + catalogue v1.0-draft + methodology + README
Initial population of the weeyuga-benchmarks-public archive (PRIVATE staging visibility — flips public after Miljan + Stevan security audit sign-off per Sloba's 17:34Z dispatch). Contents: - README.md — public-facing intro (warns staging state, schema overview, citation pattern, license split) - LICENSE — CC-BY-4.0 default (auto-init from Gitea) - catalogue.json — schema_version=1.0-draft (locked once Tomas ratifies); 21 benchmarks indexed, 13 complete + 8 meta-only - methodology.md — mirror of WeeyugaWeb docs/BENCHMARKS/HARNESS.md (canonical methodology) - runs/<id>/run.jsonl|run.log|run.md|metadata.json — packaged copies of every run in WeeyugaWeb docs/BENCHMARKS/runs/* Run set covers: - Mission 1 (2026-04-28/29): pavilion-weeyuga-v1 + reconstructed v3 (96 calls, 16 models routed via weeyuga :11435) - Predator trio (2026-05-04): granite-4.1-8B + gemma-4-E4B-it + qwen3.5-9B - Predator qwen rerun (2026-05-04): qwen3.5-9B think500/nothink + qwen3-14B feasibility - A3B campaign (2026-05-04/05): pavilion-a3b + predator-a3b NGL matrix + ctx sweep + NGL+ctx 2D + NGL=6 deep dive - VPS50 CPU matrix + gemma-e4b CPU lane (2026-05-04/05) Visibility GATE: this repo stays private until Miljan G1-G4 audit and Stevan G3 credential audit both green. After sign-off, single API call flips visibility=public, anonymous read on, push-protection requires auth, issues moderate by default. No raw IPs, no SSH user@host strings, no /Users/ paths, no whisper transcripts in any of these files. Hardware names (pavilion, predator, vps50) are intentional and fine to share. Builder: WeeyugaWeb/scripts/benchmarks/build_catalogue.py (deterministic, idempotent, ~5s wall on 21 runs). Publish flow: WeeyugaWeb/scripts/benchmarks/publish_bench_run.py (builds packaged dirs, regenerates catalogue, optional --push to mirror into this repo, optional --deploy stub for cicd rsync). Owner: mac/benchmark-tester-ben (Ben). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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runs/d1cff064-9141-48e0-b1d2-729b134e0543/metadata.json
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{
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"id": "d1cff064-9141-48e0-b1d2-729b134e0543",
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"title": "Predator Qwen rerun \u2014 d1cff064-9141-48e0-b1d2-729b134e0543",
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"date": "2026-05-04",
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"hardware": "pavilion",
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"engine": "llamacpp",
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"harness": "pavilion-a3b-1",
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"model_family": "qwen3",
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"model_sizes": [
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"qwen3:30b-a3b-iq2xxs"
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],
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"task_kind": null,
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"headline": "`Answer chars` is `len(message.content)`. Both averaged over the 3 warm runs.",
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"summary_md_path": "runs/d1cff064-9141-48e0-b1d2-729b134e0543.md",
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"raw_jsonl_path": "runs/d1cff064-9141-48e0-b1d2-729b134e0543.jsonl",
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"log_path": "runs/d1cff064-9141-48e0-b1d2-729b134e0543.log",
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"synthesis_doc": null,
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"cells": [
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{
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"cell_id": "pavilion:llamacpp:qwen3:30b-a3b-iq2xxs-think500",
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"n_calls": 0,
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"n_errors": 0,
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"duration_ms_mean": null,
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"duration_ms_p50": null,
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"tokens_per_sec_mean": null,
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"tokens_per_sec_max": null
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}
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],
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"n_calls_total": 0,
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"n_errors_total": 0,
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"started_at": "2026-05-04T22:02:28Z",
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"tags": [
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"a3b",
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"iq2",
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"pavilion",
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"qwen3"
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],
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"status": "meta-only",
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"visibility": "draft",
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"cells_full": [
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{
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"cell_id": "pavilion:llamacpp:qwen3:30b-a3b-iq2xxs-think500",
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"n_calls": 0,
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"n_errors": 0,
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"duration_ms_mean": null,
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"duration_ms_p50": null,
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"tokens_per_sec_mean": null,
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"tokens_per_sec_max": null,
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"calls": []
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}
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],
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"meta_record": {
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"type": "meta",
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"benchmark_run_id": "d1cff064-9141-48e0-b1d2-729b134e0543",
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"harness_version": "pavilion-a3b-1",
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"started_at_utc": "2026-05-04T22:02:28Z",
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"host": "Slobodans-MacBook-Air.local",
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"node": "pavilion",
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"engine": "llamacpp",
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"pavilion_target_url": "http://10.8.0.3:11437",
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"purpose": "Sloba 2026-05-04: Qwen3-30B-A3B (MoE) on weaker Pavilion hardware (GTX 1050 4GB / 16GB RAM) for cross-machine A3B comparison",
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"models": {
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"qwen3-30b-a3b-pavilion": {
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"cell_id": "pavilion:llamacpp:qwen3:30b-a3b-iq2xxs-think500",
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"gguf": "Qwen3-30B-A3B-UD-IQ2_XXS.gguf",
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"reasoning_budget": 500,
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"ngl": 12,
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"ctx": 2048,
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"note": "30B total / 3B active MoE; 9.9GB IQ2_XXS; partial CPU offload heavy"
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}
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}
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},
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"packaged_at": "2026-05-05T17:43:34Z"
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}
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runs/d1cff064-9141-48e0-b1d2-729b134e0543/run.jsonl
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{"type": "meta", "benchmark_run_id": "d1cff064-9141-48e0-b1d2-729b134e0543", "harness_version": "pavilion-a3b-1", "started_at_utc": "2026-05-04T22:02:28Z", "host": "Slobodans-MacBook-Air.local", "node": "pavilion", "engine": "llamacpp", "pavilion_target_url": "http://10.8.0.3:11437", "purpose": "Sloba 2026-05-04: Qwen3-30B-A3B (MoE) on weaker Pavilion hardware (GTX 1050 4GB / 16GB RAM) for cross-machine A3B comparison", "models": {"qwen3-30b-a3b-pavilion": {"cell_id": "pavilion:llamacpp:qwen3:30b-a3b-iq2xxs-think500", "gguf": "Qwen3-30B-A3B-UD-IQ2_XXS.gguf", "reasoning_budget": 500, "ngl": 12, "ctx": 2048, "note": "30B total / 3B active MoE; 9.9GB IQ2_XXS; partial CPU offload heavy"}}}
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{"type": "skipped", "model_key": "qwen3-30b-a3b-pavilion", "reason": "server_did_not_start"}
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[22:02:23Z] === pavilion-a3b-bench run_id=d1cff064-9141-48e0-b1d2-729b134e0543 ===
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[22:02:23Z] Output: /Users/slobodan/projects/WeeyugaWeb/docs/BENCHMARKS/runs/d1cff064-9141-48e0-b1d2-729b134e0543.jsonl
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[22:02:23Z] Creating run-mirror dir on Pavilion: D:\WeeyugaBench\runs\d1cff064-9141-48e0-b1d2-729b134e0543
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[22:02:28Z] Polling for Qwen3-30B-A3B-UD-IQ2_XXS.gguf on Pavilion...
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[22:02:30Z] GGUF ready: 9.65 GB
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[22:02:30Z] Stopping any llama-server on Pavilion :11437...
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[22:02:35Z] Starting llama-server with Qwen3-30B-A3B-UD-IQ2_XXS.gguf on :11437...
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[22:02:40Z] Waiting for llama-server (give up to 6 min — IQ2_XXS mmap on Pavilion is slower)...
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[22:10:17Z] TIMEOUT — llama-server didn't come up within 360s
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[22:10:17Z] Server failed to start
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[22:10:17Z] Stopping any llama-server on Pavilion :11437...
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[22:10:22Z] === bench complete ===
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[22:10:22Z] Synthesizing report...
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[22:10:22Z] Report: /Users/slobodan/projects/WeeyugaWeb/docs/BENCHMARKS/runs/d1cff064-9141-48e0-b1d2-729b134e0543.md
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[22:10:22Z] Mirroring run-dir to Pavilion...
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# Predator Qwen rerun — d1cff064-9141-48e0-b1d2-729b134e0543
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- Started: 2026-05-04T22:02:28Z
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- Driver host: Slobodans-MacBook-Air.local
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- Node: pavilion (?)
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- Engine: llamacpp
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- Harness: pavilion-a3b-1
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- Purpose: Sloba 2026-05-04: Qwen3-30B-A3B (MoE) on weaker Pavilion hardware (GTX 1050 4GB / 16GB RAM) for cross-machine A3B comparison
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## Configurations
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| Key | Cell | GGUF | Reasoning budget | Sampling | System prompt |
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|---|---|---|---|---|---|
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| qwen-9b-think500 | `?` | `Qwen3.5-9B-Q4_K_M.gguf` | 500 | T=1.0 top_p=0.95 top_k=20 (thinking-mode) | — |
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| qwen-9b-nothink | `?` | `Qwen3.5-9B-Q4_K_M.gguf` | 0 | T=0.7 top_p=0.8 top_k=20 (instruct-mode) | Answer directly without showing reasoning. |
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| qwen3-14b | `?` | `Qwen3-14B-Q4_K_M.gguf` | 1024 | T=0.7 top_p=0.8 top_k=20 (Qwen3 default) | — |
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## Skipped
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- **qwen3-30b-a3b-pavilion**: server_did_not_start
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## llama-bench synthetic throughput (pp512 + tg128)
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| Cell | pp512 (t/s) | tg128 (t/s) |
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|---|---|---|
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## VRAM snapshot (used / free / total MB, post-load)
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| Cell | Used | Free | Total |
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|---|---|---|---|
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## Per-prompt latency, throughput, and thinking-vs-answer split
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| Cell | Prompt | Cold dur (ms) | Cold tok/s | Warm tok/s mean | Warm dur p50 (ms) | Reasoning chars (warm mean) | Answer chars (warm mean) | Errors |
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|---|---|---|---|---|---|---|---|---|
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| qwen-9b-think500 | hello | — | — | — | — | — | — | 0 |
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| qwen-9b-think500 | P-MEDIUM | — | — | — | — | — | — | 0 |
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| qwen-9b-think500 | P-HARD | — | — | — | — | — | — | 0 |
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| qwen-9b-nothink | hello | — | — | — | — | — | — | 0 |
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| qwen-9b-nothink | P-MEDIUM | — | — | — | — | — | — | 0 |
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| qwen-9b-nothink | P-HARD | — | — | — | — | — | — | 0 |
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| qwen3-14b | hello | — | — | — | — | — | — | 0 |
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| qwen3-14b | P-MEDIUM | — | — | — | — | — | — | 0 |
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| qwen3-14b | P-HARD | — | — | — | — | — | — | 0 |
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## Notes
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- `Reasoning chars` is `len(message.reasoning_content)` from llama.cpp's response;
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`Answer chars` is `len(message.content)`. Both averaged over the 3 warm runs.
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- For `qwen-9b-nothink`, expectation is `Reasoning chars` ≈ 0 (budget=0 + system instruction).
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- For `qwen-9b-think500`, expectation is `Reasoning chars` materially smaller than the trio-bench's ~1024-budget run; the cap should bound the worst-case.
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- For `qwen3-14b` on a 6 GB GTX 1060 with an 8.4 GB Q4_K_M GGUF: partial CPU offload kicks
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in at load time; throughput will be 30-50% of the 9B run.
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