{ "suite": "local executable coding smoke, eight tasks", "coding_passes": 6, "coding_total": 8, "host": "Apple M4 Max, 40 GPU cores, 64 GiB unified memory", "runtime": "Kapitsa 0.2.27", "decoding": "DFlash2/KFlash", "slots": 1, "disk_cache": false, "sampling": "greedy; temperature=0, top_p=1, top_k=0; enable_thinking=false", "context_tests": [ { "context_limit": 65536, "prompt_tokens": 61441, "retrieval": true, "tool_call": true, "tool_result": true, "cached_coding": true, "cold_seconds": 192.87, "cached_code_tps": 78.4 }, { "context_limit": 131072, "prompt_tokens": 126976, "retrieval": true, "tool_call": true, "tool_result": true, "cached_coding": true, "cold_seconds": 579.09, "cached_code_tps": 61.9 } ], "measurement_note": "Single long-context run per configuration. Fast context results use a prior reproducible allocation of the same edited BF16 parent. Both coding graders accept standard-library typing imports. Exploratory local fixtures; BF16 parity untested." }