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/fba9d9b1-cc5d-40bc-9e21-beafbb72c65d/run.jsonl
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runs/fba9d9b1-cc5d-40bc-9e21-beafbb72c65d/run.jsonl
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{"type": "meta", "benchmark_run_id": "fba9d9b1-cc5d-40bc-9e21-beafbb72c65d", "harness_version": "predator-qwen-rerun-1", "started_at_utc": "2026-05-04T17:49:07Z", "host": "Slobodans-MacBook-Air.local", "node": "predator", "engine": "llamacpp", "predator_target_url": "http://10.8.0.7:11436", "purpose": "Sloba's follow-up to trio-bench: budget-capped thinking, thinking-off comparison, 14B-on-6GB-GPU feasibility test", "models": {"qwen-9b-think500": {"cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "gguf": "Qwen3.5-9B-Q4_K_M.gguf", "reasoning_budget": 500}, "qwen-9b-nothink": {"cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "gguf": "Qwen3.5-9B-Q4_K_M.gguf", "reasoning_budget": 0, "system_msg": "Answer directly without showing reasoning."}, "qwen3-14b": {"cell_id": "predator:llamacpp:qwen3:14b-q4km", "gguf": "Qwen3-14B-Q4_K_M.gguf", "reasoning_budget": 1024, "note": "8.4GB Q4_K_M on 6GB GPU; partial CPU offload expected"}}}
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{"type": "vram_snapshot", "model_key": "qwen-9b-think500", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "raw": "5887, 143, 6144"}
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{"type": "llama_bench", "model_key": "qwen-9b-think500", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "raw": "llama-bench.exe : ggml_cuda_init: found 1 CUDA devices (Total VRAM: 6143 MiB):\r\nAt line:1 char:1\r\n+ & 'D:\\WeeyugaTools\\llama.cpp\\llama-bench.exe' -m 'D:\\WeeyugaModels\\ll ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : NotSpecified: (ggml_cuda_init:...RAM: 6143 MiB)::String) [], RemoteException\r\n + FullyQualifiedErrorId : NativeCommandError\r\n \r\n Device 0: NVIDIA GeForce GTX 1060, compute capability 6.1, VMM: yes, VRAM: 6143 MiB\r\nload_backend: loaded CUDA backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cuda.dll\r\nload_backend: loaded RPC backend from D:\\WeeyugaTools\\llama.cpp\\ggml-rpc.dll\r\nload_backend: loaded CPU backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cpu-haswell.dll\r\n| model | size | params | backend | ngl | test | t/s |\r\n| ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |\r\n| qwen35 9B Q4_K - Medium | 5.28 GiB | 8.95 B | CUDA | 99 | pp512 | 61.32 \u00b1 1.61 |\r\n| qwen35 9B Q4_K - Medium | 5.28 GiB | 8.95 B | CUDA | 99 | tg128 | 7.68 \u00b1 0.06 |\r\n\r\nbuild: 665abc609 (8951)\r\n\r"}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "hello", "run_idx": 0, "phase": "cold", "total_duration_ms": 6773, "prompt_tokens": 11, "completion_tokens": 64, "tokens_per_sec": 9.449283921452828, "finish_reason": "length", "reasoning_chars": 234, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "hello", "run_idx": 1, "phase": "warm", "total_duration_ms": 4597, "prompt_tokens": 11, "completion_tokens": 64, "tokens_per_sec": 13.922123123776375, "finish_reason": "length", "reasoning_chars": 227, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "hello", "run_idx": 2, "phase": "warm", "total_duration_ms": 4632, "prompt_tokens": 11, "completion_tokens": 64, "tokens_per_sec": 13.816925734024181, "finish_reason": "length", "reasoning_chars": 217, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "hello", "run_idx": 3, "phase": "warm", "total_duration_ms": 4711, "prompt_tokens": 11, "completion_tokens": 64, "tokens_per_sec": 13.585226066652515, "finish_reason": "length", "reasoning_chars": 222, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-MEDIUM", "run_idx": 0, "phase": "cold", "total_duration_ms": 35949, "prompt_tokens": 24, "completion_tokens": 512, "tokens_per_sec": 14.242398954073828, "finish_reason": "length", "reasoning_chars": 2316, "content_chars": 46, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-MEDIUM", "run_idx": 1, "phase": "warm", "total_duration_ms": 33849, "prompt_tokens": 24, "completion_tokens": 512, "tokens_per_sec": 15.126000768117228, "finish_reason": "length", "reasoning_chars": 2069, "content_chars": 52, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-MEDIUM", "run_idx": 2, "phase": "warm", "total_duration_ms": 33586, "prompt_tokens": 24, "completion_tokens": 512, "tokens_per_sec": 15.244447091049842, "finish_reason": "length", "reasoning_chars": 2201, "content_chars": 47, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-MEDIUM", "run_idx": 3, "phase": "warm", "total_duration_ms": 33484, "prompt_tokens": 24, "completion_tokens": 512, "tokens_per_sec": 15.290885198900966, "finish_reason": "length", "reasoning_chars": 2182, "content_chars": 37, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-HARD", "run_idx": 0, "phase": "cold", "total_duration_ms": 53568, "prompt_tokens": 32, "completion_tokens": 797, "tokens_per_sec": 14.878285543608126, "finish_reason": "stop", "reasoning_chars": 1998, "content_chars": 1300, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-HARD", "run_idx": 1, "phase": "warm", "total_duration_ms": 51802, "prompt_tokens": 32, "completion_tokens": 774, "tokens_per_sec": 14.941508049882245, "finish_reason": "stop", "reasoning_chars": 1880, "content_chars": 1248, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-HARD", "run_idx": 2, "phase": "warm", "total_duration_ms": 51829, "prompt_tokens": 32, "completion_tokens": 788, "tokens_per_sec": 15.203843408130583, "finish_reason": "stop", "reasoning_chars": 1960, "content_chars": 1250, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "model_key": "qwen-9b-think500", "prompt_id": "P-HARD", "run_idx": 3, "phase": "warm", "total_duration_ms": 50912, "prompt_tokens": 32, "completion_tokens": 780, "tokens_per_sec": 15.320553111250787, "finish_reason": "stop", "reasoning_chars": 1974, "content_chars": 1230, "error": null}
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{"type": "vram_snapshot", "model_key": "qwen-9b-nothink", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "raw": "5918, 112, 6144"}
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{"type": "llama_bench", "model_key": "qwen-9b-nothink", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "raw": "llama-bench.exe : ggml_cuda_init: found 1 CUDA devices (Total VRAM: 6143 MiB):\r\nAt line:1 char:1\r\n+ & 'D:\\WeeyugaTools\\llama.cpp\\llama-bench.exe' -m 'D:\\WeeyugaModels\\ll ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : NotSpecified: (ggml_cuda_init:...RAM: 6143 MiB)::String) [], RemoteException\r\n + FullyQualifiedErrorId : NativeCommandError\r\n \r\n Device 0: NVIDIA GeForce GTX 1060, compute capability 6.1, VMM: yes, VRAM: 6143 MiB\r\nload_backend: loaded CUDA backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cuda.dll\r\nload_backend: loaded RPC backend from D:\\WeeyugaTools\\llama.cpp\\ggml-rpc.dll\r\nload_backend: loaded CPU backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cpu-haswell.dll\r\n| model | size | params | backend | ngl | test | t/s |\r\n| ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |\r\n| qwen35 9B Q4_K - Medium | 5.28 GiB | 8.95 B | CUDA | 99 | pp512 | 65.19 \u00b1 0.57 |\r\n| qwen35 9B Q4_K - Medium | 5.28 GiB | 8.95 B | CUDA | 99 | tg128 | 7.56 \u00b1 0.02 |\r\n\r\nbuild: 665abc609 (8951)\r\n\r"}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "hello", "run_idx": 0, "phase": "cold", "total_duration_ms": 2372, "prompt_tokens": 22, "completion_tokens": 13, "tokens_per_sec": 5.480607082630692, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 32, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "hello", "run_idx": 1, "phase": "warm", "total_duration_ms": 1350, "prompt_tokens": 22, "completion_tokens": 13, "tokens_per_sec": 9.62962962962963, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 32, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "hello", "run_idx": 2, "phase": "warm", "total_duration_ms": 1436, "prompt_tokens": 22, "completion_tokens": 13, "tokens_per_sec": 9.052924791086351, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 32, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "hello", "run_idx": 3, "phase": "warm", "total_duration_ms": 1233, "prompt_tokens": 22, "completion_tokens": 12, "tokens_per_sec": 9.7323600973236, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 26, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-MEDIUM", "run_idx": 0, "phase": "cold", "total_duration_ms": 7338, "prompt_tokens": 35, "completion_tokens": 106, "tokens_per_sec": 14.445352957209048, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 521, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-MEDIUM", "run_idx": 1, "phase": "warm", "total_duration_ms": 8034, "prompt_tokens": 35, "completion_tokens": 116, "tokens_per_sec": 14.438635797859098, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 597, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-MEDIUM", "run_idx": 2, "phase": "warm", "total_duration_ms": 7062, "prompt_tokens": 35, "completion_tokens": 101, "tokens_per_sec": 14.301897479467572, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 552, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-MEDIUM", "run_idx": 3, "phase": "warm", "total_duration_ms": 6381, "prompt_tokens": 35, "completion_tokens": 90, "tokens_per_sec": 14.104372355430183, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 467, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-HARD", "run_idx": 0, "phase": "cold", "total_duration_ms": 20870, "prompt_tokens": 43, "completion_tokens": 308, "tokens_per_sec": 14.758025874460948, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 1405, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-HARD", "run_idx": 1, "phase": "warm", "total_duration_ms": 24820, "prompt_tokens": 43, "completion_tokens": 371, "tokens_per_sec": 14.947622884770347, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 1604, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-HARD", "run_idx": 2, "phase": "warm", "total_duration_ms": 23327, "prompt_tokens": 43, "completion_tokens": 348, "tokens_per_sec": 14.918334976636514, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 1515, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "model_key": "qwen-9b-nothink", "prompt_id": "P-HARD", "run_idx": 3, "phase": "warm", "total_duration_ms": 20886, "prompt_tokens": 43, "completion_tokens": 310, "tokens_per_sec": 14.842478215072298, "finish_reason": "stop", "reasoning_chars": 0, "content_chars": 1360, "error": null}
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{"type": "vram_snapshot", "model_key": "qwen3-14b", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "raw": "5883, 147, 6144"}
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{"type": "llama_bench", "model_key": "qwen3-14b", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "raw": "llama-bench.exe : ggml_cuda_init: found 1 CUDA devices (Total VRAM: 6143 MiB):\r\nAt line:1 char:1\r\n+ & 'D:\\WeeyugaTools\\llama.cpp\\llama-bench.exe' -m 'D:\\WeeyugaModels\\ll ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : NotSpecified: (ggml_cuda_init:...RAM: 6143 MiB)::String) [], RemoteException\r\n + FullyQualifiedErrorId : NativeCommandError\r\n \r\n Device 0: NVIDIA GeForce GTX 1060, compute capability 6.1, VMM: yes, VRAM: 6143 MiB\r\nload_backend: loaded CUDA backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cuda.dll\r\nload_backend: loaded RPC backend from D:\\WeeyugaTools\\llama.cpp\\ggml-rpc.dll\r\nload_backend: loaded CPU backend from D:\\WeeyugaTools\\llama.cpp\\ggml-cpu-haswell.dll\r\n| model | size | params | backend | ngl | test | t/s |\r\n| ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |\r\n| qwen3 14B Q4_K - Medium | 8.38 GiB | 14.77 B | CUDA | 99 | pp512 | 52.96 \u00b1 4.25 |\r\n| qwen3 14B Q4_K - Medium | 8.38 GiB | 14.77 B | CUDA | 99 | tg128 | 0.86 \u00b1 0.00 |\r\n\r\nbuild: 665abc609 (8951)\r\n\r"}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "hello", "run_idx": 0, "phase": "cold", "total_duration_ms": 98037, "prompt_tokens": 9, "completion_tokens": 64, "tokens_per_sec": 0.6528147536134317, "finish_reason": "length", "reasoning_chars": 279, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "hello", "run_idx": 1, "phase": "warm", "total_duration_ms": 59855, "prompt_tokens": 9, "completion_tokens": 64, "tokens_per_sec": 1.0692506891654834, "finish_reason": "length", "reasoning_chars": 293, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "hello", "run_idx": 2, "phase": "warm", "total_duration_ms": 58654, "prompt_tokens": 9, "completion_tokens": 64, "tokens_per_sec": 1.0911446789647765, "finish_reason": "length", "reasoning_chars": 276, "content_chars": 0, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "hello", "run_idx": 3, "phase": "warm", "total_duration_ms": 58891, "prompt_tokens": 9, "completion_tokens": 64, "tokens_per_sec": 1.0867534937426773, "finish_reason": "length", "reasoning_chars": 222, "content_chars": 34, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "P-MEDIUM", "run_idx": 0, "phase": "cold", "total_duration_ms": 299410, "prompt_tokens": 22, "completion_tokens": 342, "tokens_per_sec": 1.142246417955312, "finish_reason": "stop", "reasoning_chars": 1118, "content_chars": 618, "error": null}
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{"type": "call", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "model_key": "qwen3-14b", "prompt_id": "P-MEDIUM", "run_idx": 1, "phase": "warm", "total_duration_ms": 210410, "prompt_tokens": 22, "completion_tokens": 280, "tokens_per_sec": 1.3307352312152465, "finish_reason": "stop", "reasoning_chars": 839, "content_chars": 554, "error": null}
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