{ "id": "fba9d9b1-cc5d-40bc-9e21-beafbb72c65d", "title": "Predator Qwen rerun \u2014 fba9d9b1-cc5d-40bc-9e21-beafbb72c65d", "date": "2026-05-04", "hardware": "predator", "engine": "llamacpp", "harness": "predator-qwen-rerun-1", "model_family": "qwen3/qwen3.5", "model_sizes": [ "qwen3.5:9b", "qwen3:14b" ], "task_kind": null, "headline": "`Answer chars` is `len(message.content)`. Both averaged over the 3 warm runs.", "summary_md_path": "runs/fba9d9b1-cc5d-40bc-9e21-beafbb72c65d.md", "raw_jsonl_path": "runs/fba9d9b1-cc5d-40bc-9e21-beafbb72c65d.jsonl", "log_path": "runs/fba9d9b1-cc5d-40bc-9e21-beafbb72c65d.log", "synthesis_doc": "A3B_AND_CPU_OVERNIGHT_2026-05-05.md", "cells": [ { "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "n_calls": 14, "n_errors": 0, "duration_ms_mean": 30474.33, "duration_ms_p50": 33717.5, "tokens_per_sec_mean": 14.25, "tokens_per_sec_max": 15.32 }, { "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "n_calls": 14, "n_errors": 0, "duration_ms_mean": 10425.75, "duration_ms_p50": 7200.0, "tokens_per_sec_mean": 12.55, "tokens_per_sec_max": 14.95 }, { "cell_id": "predator:llamacpp:qwen3:14b-q4km", "n_calls": 8, "n_errors": 0, "duration_ms_mean": 130876.17, "duration_ms_p50": 78946.0, "tokens_per_sec_mean": 1.06, "tokens_per_sec_max": 1.33 } ], "n_calls_total": 36, "n_errors_total": 0, "started_at": "2026-05-04T17:49:07Z", "tags": [ "predator", "qwen3", "qwen3.5", "rerun" ], "status": "complete", "visibility": "draft", "cells_full": [ { "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "n_calls": 14, "n_errors": 0, "duration_ms_mean": 30474.33, "duration_ms_p50": 33717.5, "tokens_per_sec_mean": 14.25, "tokens_per_sec_max": 15.32, "calls": [ { "type": "vram_snapshot", "model_key": "qwen-9b-think500", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-think500", "raw": "5887, 143, 6144" }, { "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" }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 } ] }, { "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "n_calls": 14, "n_errors": 0, "duration_ms_mean": 10425.75, "duration_ms_p50": 7200.0, "tokens_per_sec_mean": 12.55, "tokens_per_sec_max": 14.95, "calls": [ { "type": "vram_snapshot", "model_key": "qwen-9b-nothink", "cell_id": "predator:llamacpp:qwen3.5:9b-q4km-nothink", "raw": "5918, 112, 6144" }, { "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" }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 } ] }, { "cell_id": "predator:llamacpp:qwen3:14b-q4km", "n_calls": 8, "n_errors": 0, "duration_ms_mean": 130876.17, "duration_ms_p50": 78946.0, "tokens_per_sec_mean": 1.06, "tokens_per_sec_max": 1.33, "calls": [ { "type": "vram_snapshot", "model_key": "qwen3-14b", "cell_id": "predator:llamacpp:qwen3:14b-q4km", "raw": "5883, 147, 6144" }, { "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" }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 }, { "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 } ] } ], "meta_record": { "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" } } }, "packaged_at": "2026-05-05T17:43:34Z" }