{ "scope": { "prompts": 18, "repeats": 2, "temperature": 0, "max_new_tokens": 160, "max_concurrent_requests": 1, "context_length": 2048, "mtp_steps": 1, "draft_tokens": 2, "cuda_graphs": false, "overlap": false, "radix_cache": false, "deterministic_inference": true, "tool_test": "emitted JSON only; no external tool service", "code_test": "bounded Python function execution cases", "not_covered": [ "sampled decoding", "concurrency", "prefix cache", "CUDA graphs", "MTP2", "multimodal MTP", "other engines", "other quantizations", "FP8 with this head", "GGUF Q4/Q8 with this head" ], "authored_prompts": 10, "occamy_heldout_prefixes": 8, "heldout_prefix_length": 128 }, "runtime": { "sglang": "0.5.13.post1", "source_revision": "85fd90072d1a9f2432842b03588f63b745e524e4", "torch": "2.11.0+cu130", "hook": "canonical_attention:install" }, "results": { "BF16": { "baseline": { "requests": 36, "quality_pass": 12, "quality_total": 16, "stopped": 22, "length_limited": 14, "acceptance": null, "accepted": 0, "proposed": 0, "median_e2e_seconds": 4.305030163610354, "repeat_token_parity": 18, "exact_tokens": 36, "exact_logprobs": 36 }, "original-head": { "requests": 36, "quality_pass": 12, "quality_total": 16, "stopped": 22, "length_limited": 14, "acceptance": 0.8767942583732058, "accepted": 1466, "proposed": 1672, "median_e2e_seconds": 6.00265346840024, "repeat_token_parity": 18, "full_token_matches_baseline": 36, "median_matched_output_speed_ratio": 0.7472627789451953, "exact_tokens": 36, "exact_logprobs": 36 }, "trained-head": { "requests": 36, "quality_pass": 12, "quality_total": 16, "stopped": 22, "length_limited": 14, "acceptance": 0.8812949640287769, "accepted": 1470, "proposed": 1668, "median_e2e_seconds": 4.158929664408788, "repeat_token_parity": 18, "full_token_matches_baseline": 36, "median_matched_output_speed_ratio": 1.1084637954727476, "exact_tokens": 36, "exact_logprobs": 36 } }, "NVFP4": { "baseline": { "requests": 36, "quality_pass": 12, "quality_total": 16, "stopped": 20, "length_limited": 16, "acceptance": null, "accepted": 0, "proposed": 0, "median_e2e_seconds": 3.7523877734784037, "repeat_token_parity": 18, "exact_tokens": 36, "exact_logprobs": 36 }, "trained-head": { "requests": 36, "quality_pass": 12, "quality_total": 16, "stopped": 20, "length_limited": 16, "acceptance": 0.857630979498861, "accepted": 1506, "proposed": 1756, "median_e2e_seconds": 4.066564766457304, "repeat_token_parity": 18, "full_token_matches_baseline": 36, "median_matched_output_speed_ratio": 1.0389619272561033, "exact_tokens": 36, "exact_logprobs": 36 } } }, "head_sha256": "56baea0ef88de178c6c858d81adee9e532983798dce81202f21a7483e59001df", "acceptance_by_subset": { "bf16": { "strict": { "tokens": 36, "logprobs": 36, "total": 36 }, "variants": { "original-head": { "authored": { "accepted": 338, "proposed": 380, "rate": 0.8894736842105263 }, "occamy_heldout": { "accepted": 1128, "proposed": 1292, "rate": 0.8730650154798761 } }, "trained-head": { "authored": { "accepted": 340, "proposed": 378, "rate": 0.8994708994708994 }, "occamy_heldout": { "accepted": 1130, "proposed": 1290, "rate": 0.875968992248062 } } } }, "nvfp4": { "strict": { "tokens": 36, "logprobs": 36, "total": 36 }, "variants": { "trained-head": { "authored": { "accepted": 328, "proposed": 384, "rate": 0.8541666666666666 }, "occamy_heldout": { "accepted": 1178, "proposed": 1372, "rate": 0.858600583090379 } } } } }, "timing_caveat": "Diagnostic only. Concurrent activity occurred; BF16 original-head timing included additional requests from an invalid parallel attempt. No controlled training-induced speed improvement established. Invalid NVFP4 attempt excluded in full; replacement NVFP4 run used a separate port and checked served model identity." }