# Predator Qwen rerun — fba9d9b1-cc5d-40bc-9e21-beafbb72c65d - Started: 2026-05-04T17:49:07Z - Driver host: Slobodans-MacBook-Air.local - Node: predator (http://10.8.0.7:11436) - Engine: llamacpp - Harness: predator-qwen-rerun-1 - Purpose: Sloba's follow-up to trio-bench: budget-capped thinking, thinking-off comparison, 14B-on-6GB-GPU feasibility test ## Configurations | Key | Cell | GGUF | Reasoning budget | Sampling | System prompt | |---|---|---|---|---|---| | qwen-9b-think500 | `predator:llamacpp:qwen3.5:9b-q4km-think500` | `Qwen3.5-9B-Q4_K_M.gguf` | 500 | T=1.0 top_p=0.95 top_k=20 (thinking-mode) | — | | qwen-9b-nothink | `predator:llamacpp:qwen3.5:9b-q4km-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. | | qwen3-14b | `predator:llamacpp:qwen3:14b-q4km` | `Qwen3-14B-Q4_K_M.gguf` | 1024 | T=0.7 top_p=0.8 top_k=20 (Qwen3 default) | — | ## llama-bench synthetic throughput (pp512 + tg128) | Cell | pp512 (t/s) | tg128 (t/s) | |---|---|---| | qwen-9b-think500 | 61.32 | 7.68 | | qwen-9b-nothink | 65.19 | 7.56 | | qwen3-14b | 52.96 | 0.86 | ## VRAM snapshot (used / free / total MB, post-load) | Cell | Used | Free | Total | |---|---|---|---| | qwen-9b-think500 | 5887 | 143 | 6144 | | qwen-9b-nothink | 5918 | 112 | 6144 | | qwen3-14b | 5883 | 147 | 6144 | ## Per-prompt latency, throughput, and thinking-vs-answer split | 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 | |---|---|---|---|---|---|---|---|---| | qwen-9b-think500 | hello | 6773 | 9.4 | 13.8 | 4632 | 222 | 0 | 0 | | qwen-9b-think500 | P-MEDIUM | 35949 | 14.2 | 15.2 | 33586 | 2151 | 45 | 0 | | qwen-9b-think500 | P-HARD | 53568 | 14.9 | 15.2 | 51802 | 1938 | 1243 | 0 | | qwen-9b-nothink | hello | 2372 | 5.5 | 9.5 | 1350 | 0 | 30 | 0 | | qwen-9b-nothink | P-MEDIUM | 7338 | 14.4 | 14.3 | 7062 | 0 | 539 | 0 | | qwen-9b-nothink | P-HARD | 20870 | 14.8 | 14.9 | 23327 | 0 | 1493 | 0 | | qwen3-14b | hello | 98037 | 0.7 | 1.1 | 58891 | 264 | 11 | 0 | | qwen3-14b | P-MEDIUM | 299410 | 1.1 | 1.3 | 210410 | 839 | 554 | 0 | | qwen3-14b | P-HARD | — | — | — | — | — | — | 0 | ## Notes - `Reasoning chars` is `len(message.reasoning_content)` from llama.cpp's response; `Answer chars` is `len(message.content)`. Both averaged over the 3 warm runs. - For `qwen-9b-nothink`, expectation is `Reasoning chars` ≈ 0 (budget=0 + system instruction). - 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. - For `qwen3-14b` on a 6 GB GTX 1060 with an 8.4 GB Q4_K_M GGUF: partial CPU offload kicks in at load time; throughput will be 30-50% of the 9B run.