{ "context": { "cap_tokens": 261056, "max_model_len": 262144, "targets": [] }, "evaluation_protocol": { "budget_semantics": "visible_answer_tokens plus reasoning_headroom_tokens are sent as one max_tokens cap; the endpoint does not hard-partition the channels", "minimum_pass_rate": 0.66, "reasoning_headroom_tokens": 1024, "records_finish_reason": true, "records_full_visible_answer": true, "records_reasoning_channel_metadata": true, "repetitions": 3, "version": 2, "visible_answer_tokens": 256 }, "failures": [ { "error": "pass rate below threshold", "eval_id": "mmlu-pro-5-health", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-10-physics", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-15-business", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-25-chemistry", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-30-computer-science", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-35-economics", "failure_classes": [ "completion_budget_exhausted_after_visible_output" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-40-engineering", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-45-philosophy", "failure_classes": [ "completion_budget_exhausted_after_visible_output" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" }, { "error": "pass rate below threshold", "eval_id": "mmlu-pro-65-law", "failure_classes": [ "completion_budget_exhausted_after_visible_output" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" } ], "identity": { "base_url": "http://127.0.0.1:39036/v1", "candidate_id": "unsloth-qwen36-27b-nvfp4", "config_id": "vllm025-mtp2-fp8kv-262k-thinking-headroom1024", "model": "unsloth-qwen36-27b-nvfp4", "started_at": "2026-07-12T18:41:36Z" }, "intelligence": { "checks": [], "status": "not_run" }, "run_id": "fast-bakeoff-20260712T184136Z", "schema": "anvil-serving.fast-tier-bakeoff/v1", "score_inputs": { "e2e_p50_ms": 0.0, "intelligence_pass_rate": null, "operational_fit_notes": [ "endpoint was already loaded; benchmark did not start or stop serves" ], "session_recall_passed": false, "thinking_mode": "enabled", "tool_call_passed": false, "ttft_p50_ms": 0.0, "usable_context_tokens": null, "voice_latency_ms": null }, "selection": { "context_targets": [ 32768 ], "endpoint_already_loaded": true, "requests_per_context": 1, "suites": [] }, "session": { "checks": [], "status": "not_run" }, "source_recipe": { "ref": "examples/primary-node/docker-compose.experiment.yml#cand-unsloth-qwen36-27b-nvfp4", "serve_command": "anvil-serving serves up cand-unsloth-qwen36-27b-nvfp4 --manifest examples/primary-node/serves.toml --recreate --confirm" }, "suites": { "hf-mmlu-pro-10-repeated": { "checks": [ { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 15432.148694992065, "reasoning_chars": 5082, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following is the body cavity that contains the pituitary gland?\"\n - Options: A. Ventral, B. Dorsal, C. Buccal", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 95, "prompt_tokens_details": null, "total_tokens": 1375 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14262.143611907959, "reasoning_chars": 5082, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following is the body cavity that contains the pituitary gland?\"\n - Options: A. Ventral, B. Dorsal, C. Buccal", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 95, "prompt_tokens_details": null, "total_tokens": 1375 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14131.730079650879, "reasoning_chars": 5082, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following is the body cavity that contains the pituitary gland?\"\n - Options: A. Ventral, B. Dorsal, C. Buccal", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 95, "prompt_tokens_details": null, "total_tokens": 1375 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-5-health", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13399.521112442017, "reasoning_chars": 3993, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - Question: \"Say the pupil of your eye has a diameter of 5 mm and you have a telescope with an aperture of 50 cm. How much more light can the", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 155, "prompt_tokens_details": null, "total_tokens": 1435 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13347.407102584839, "reasoning_chars": 3993, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - Question: \"Say the pupil of your eye has a diameter of 5 mm and you have a telescope with an aperture of 50 cm. How much more light can the", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 155, "prompt_tokens_details": null, "total_tokens": 1435 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13974.737644195557, "reasoning_chars": 3993, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - Question: \"Say the pupil of your eye has a diameter of 5 mm and you have a telescope with an aperture of 50 cm. How much more light can the", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 155, "prompt_tokens_details": null, "total_tokens": 1435 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-10-physics", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13902.191400527954, "reasoning_chars": 5382, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - The question is a fill-in-the-blank style with four blanks.\n - Structure: \"In contrast to _______, _______ aim to reward favourable b", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 228, "prompt_tokens_details": null, "total_tokens": 1508 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14080.12056350708, "reasoning_chars": 5382, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - The question is a fill-in-the-blank style with four blanks.\n - Structure: \"In contrast to _______, _______ aim to reward favourable b", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 228, "prompt_tokens_details": null, "total_tokens": 1508 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14261.685132980347, "reasoning_chars": 5382, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - The question is a fill-in-the-blank style with four blanks.\n - Structure: \"In contrast to _______, _______ aim to reward favourable b", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 228, "prompt_tokens_details": null, "total_tokens": 1508 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-15-business", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a nitrogen-containing polysaccharide) combined with proteins, and sometimes mineralized with calcium carbonate. Peptidoglycan is a structural component of bacterial cell walls, not arthropods.\n- **B. They possess an open circulatory system with a dorsal heart.** → **True.** Arthropods have an **open circulatory system** where hemolymph (blood) is pumped by a **dorsal, tubular heart** into a body cavity called the hemocoel, directly bathing the internal organs.\n- **C. They are members of a biologically unsuccessful phylum incapable of exploiting diverse habitats and nutrition sources.** → **False.** Arthropoda is the **most diverse and successful animal phylum** on Earth, comprising over 80% of all known animal species. They thrive in nearly every habitat and occupy virtually every ecological niche.\n- **D. They lack paired, jointed appendages.** → **False.** The name \"Arthropoda\" literally means \"jointed feet.\" **Paired, jointed appendages** are a defining synapomorphy of the phylum.\n- **E–J. N/A** → Not applicable.\n\nBased on standard biological classification and physiology, option B is the only accurate statement.\n\nFINAL=B", "content_excerpt": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a ni", "failure_class": null, "finish_reason": "stop", "latency_ms": 12721.935749053955, "reasoning_chars": 3271, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following represents an accurate statement concerning arthropods?\"\n - Options: A, B, C, D, E-J (N/A)\n - Nee", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 1157, "prompt_tokens": 136, "prompt_tokens_details": null, "total_tokens": 1293 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a nitrogen-containing polysaccharide) combined with proteins, and sometimes mineralized with calcium carbonate. Peptidoglycan is a structural component of bacterial cell walls, not arthropods.\n- **B. They possess an open circulatory system with a dorsal heart.** → **True.** Arthropods have an **open circulatory system** where hemolymph (blood) is pumped by a **dorsal, tubular heart** into a body cavity called the hemocoel, directly bathing the internal organs.\n- **C. They are members of a biologically unsuccessful phylum incapable of exploiting diverse habitats and nutrition sources.** → **False.** Arthropoda is the **most diverse and successful animal phylum** on Earth, comprising over 80% of all known animal species. They thrive in nearly every habitat and occupy virtually every ecological niche.\n- **D. They lack paired, jointed appendages.** → **False.** The name \"Arthropoda\" literally means \"jointed feet.\" **Paired, jointed appendages** are a defining synapomorphy of the phylum.\n- **E–J. N/A** → Not applicable.\n\nBased on standard biological classification and physiology, option B is the only accurate statement.\n\nFINAL=B", "content_excerpt": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a ni", "failure_class": null, "finish_reason": "stop", "latency_ms": 12601.518154144287, "reasoning_chars": 3271, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following represents an accurate statement concerning arthropods?\"\n - Options: A, B, C, D, E-J (N/A)\n - Nee", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 1157, "prompt_tokens": 136, "prompt_tokens_details": null, "total_tokens": 1293 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a nitrogen-containing polysaccharide) combined with proteins, and sometimes mineralized with calcium carbonate. Peptidoglycan is a structural component of bacterial cell walls, not arthropods.\n- **B. They possess an open circulatory system with a dorsal heart.** → **True.** Arthropods have an **open circulatory system** where hemolymph (blood) is pumped by a **dorsal, tubular heart** into a body cavity called the hemocoel, directly bathing the internal organs.\n- **C. They are members of a biologically unsuccessful phylum incapable of exploiting diverse habitats and nutrition sources.** → **False.** Arthropoda is the **most diverse and successful animal phylum** on Earth, comprising over 80% of all known animal species. They thrive in nearly every habitat and occupy virtually every ecological niche.\n- **D. They lack paired, jointed appendages.** → **False.** The name \"Arthropoda\" literally means \"jointed feet.\" **Paired, jointed appendages** are a defining synapomorphy of the phylum.\n- **E–J. N/A** → Not applicable.\n\nBased on standard biological classification and physiology, option B is the only accurate statement.\n\nFINAL=B", "content_excerpt": "\n\nHere's a step-by-step evaluation of each option:\n\n- **A. They possess an exoskeleton composed primarily of peptidoglycan.** → **False.** Arthropod exoskeletons are primarily made of **chitin** (a ni", "failure_class": null, "finish_reason": "stop", "latency_ms": 12818.055152893066, "reasoning_chars": 3271, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - Question: \"Which of the following represents an accurate statement concerning arthropods?\"\n - Options: A, B, C, D, E-J (N/A)\n - Nee", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 1157, "prompt_tokens": 136, "prompt_tokens_details": null, "total_tokens": 1293 } } ], "id": "mmlu-pro-20-biology", "pass_count": 3, "pass_rate": 1.0, "required_pass_rate": 0.66, "status": "passed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14139.332056045532, "reasoning_chars": 4088, "reasoning_excerpt": "Here's a thinking process to arrive at the correct answer:\n\n1. **Analyze the Request:**\n * **Subject:** Electron Paramagnetic Resonance (EPR) spectroscopy (also known as Electron Spin Resonance,", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 115, "prompt_tokens_details": null, "total_tokens": 1395 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14592.478513717651, "reasoning_chars": 4088, "reasoning_excerpt": "Here's a thinking process to arrive at the correct answer:\n\n1. **Analyze the Request:**\n * **Subject:** Electron Paramagnetic Resonance (EPR) spectroscopy (also known as Electron Spin Resonance,", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 115, "prompt_tokens_details": null, "total_tokens": 1395 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14137.324571609497, "reasoning_chars": 4088, "reasoning_excerpt": "Here's a thinking process to arrive at the correct answer:\n\n1. **Analyze the Request:**\n * **Subject:** Electron Paramagnetic Resonance (EPR) spectroscopy (also known as Electron Spin Resonance,", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 115, "prompt_tokens_details": null, "total_tokens": 1395 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-25-chemistry", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13810.933113098145, "reasoning_chars": 3174, "reasoning_excerpt": "Here's a thinking process that leads to the solution:\n\n1. **Analyze the Problem Statement:**\n\n * **Architecture:** Pipelined RISC machine.\n * **Registers:** R0 through R7 (8 registers).\n ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 178, "prompt_tokens_details": null, "total_tokens": 1458 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 14168.375968933105, "reasoning_chars": 3174, "reasoning_excerpt": "Here's a thinking process that leads to the solution:\n\n1. **Analyze the Problem Statement:**\n\n * **Architecture:** Pipelined RISC machine.\n * **Registers:** R0 through R7 (8 registers).\n ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 178, "prompt_tokens_details": null, "total_tokens": 1458 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13564.27812576294, "reasoning_chars": 3174, "reasoning_excerpt": "Here's a thinking process that leads to the solution:\n\n1. **Analyze the Problem Statement:**\n\n * **Architecture:** Pipelined RISC machine.\n * **Registers:** R0 through R7 (8 registers).\n ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 178, "prompt_tokens_details": null, "total_tokens": 1458 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-30-computer-science", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical condition ensures **mean reversion**: any deviation from the long-run mean is gradually pulled back over time.\n\nWhen a shock (innovation) enters the system, it affects the current value and propagates into future periods through the lagged dependent variables. However, because the process is stationary, the magnitude of this effect is multiplied by the autoregressive coefficient(s) in each", "content_excerpt": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical conditi", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14699.312210083008, "reasoning_chars": 5047, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** \"For a stationary autoregressive process, shocks will\"\n - **Options:** A through J\n - **Task:** Reason through the qu", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 108, "prompt_tokens_details": null, "total_tokens": 1388 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical condition ensures **mean reversion**: any deviation from the long-run mean is gradually pulled back over time.\n\nWhen a shock (innovation) enters the system, it affects the current value and propagates into future periods through the lagged dependent variables. However, because the process is stationary, the magnitude of this effect is multiplied by the autoregressive coefficient(s) in each", "content_excerpt": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical conditi", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14448.76503944397, "reasoning_chars": 5047, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** \"For a stationary autoregressive process, shocks will\"\n - **Options:** A through J\n - **Task:** Reason through the qu", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 108, "prompt_tokens_details": null, "total_tokens": 1388 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical condition ensures **mean reversion**: any deviation from the long-run mean is gradually pulled back over time.\n\nWhen a shock (innovation) enters the system, it affects the current value and propagates into future periods through the lagged dependent variables. However, because the process is stationary, the magnitude of this effect is multiplied by the autoregressive coefficient(s) in each", "content_excerpt": "\n\nIn a stationary autoregressive (AR) process, the autoregressive coefficients are constrained such that the roots of the characteristic equation lie outside the unit circle. This mathematical conditi", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14664.082050323486, "reasoning_chars": 5047, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** \"For a stationary autoregressive process, shocks will\"\n - **Options:** A through J\n - **Task:** Reason through the qu", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 108, "prompt_tokens_details": null, "total_tokens": 1388 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-35-economics", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13239.37201499939, "reasoning_chars": 3033, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - **Question:** A point pole has a strength of $4\\pi \\times 10^{-4}$ weber. The force in newtons on a point pole of $4\\pi \\times 1.5 \\times 1", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 149, "prompt_tokens_details": null, "total_tokens": 1429 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13163.796663284302, "reasoning_chars": 3033, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - **Question:** A point pole has a strength of $4\\pi \\times 10^{-4}$ weber. The force in newtons on a point pole of $4\\pi \\times 1.5 \\times 1", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 149, "prompt_tokens_details": null, "total_tokens": 1429 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 13112.401485443115, "reasoning_chars": 3033, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze User Input:**\n - **Question:** A point pole has a strength of $4\\pi \\times 10^{-4}$ weber. The force in newtons on a point pole of $4\\pi \\times 1.5 \\times 1", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 149, "prompt_tokens_details": null, "total_tokens": 1429 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-40-engineering", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are happy creatures\n - `I` = Turtles are injured\n\n2. **Analyze the logical structure:**\n - The", "content_excerpt": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14056.210279464722, "reasoning_chars": 4011, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** Which formula of propositional logic best symbolizes: \"Turtles live long lives and are happy creatures, unless they are i", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 120, "prompt_tokens_details": null, "total_tokens": 1400 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are happy creatures\n - `I` = Turtles are injured\n\n2. **Analyze the logical structure:**\n - The", "content_excerpt": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 13790.473222732544, "reasoning_chars": 4011, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** Which formula of propositional logic best symbolizes: \"Turtles live long lives and are happy creatures, unless they are i", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 120, "prompt_tokens_details": null, "total_tokens": 1400 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are happy creatures\n - `I` = Turtles are injured\n\n2. **Analyze the logical structure:**\n - The", "content_excerpt": "\n\nTo determine the correct propositional logic formula, let's break down the statement step by step:\n\n1. **Identify the atomic propositions:**\n - `L` = Turtles live long lives\n - `H` = Turtles are", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14102.27656364441, "reasoning_chars": 4011, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** Which formula of propositional logic best symbolizes: \"Turtles live long lives and are happy creatures, unless they are i", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 120, "prompt_tokens_details": null, "total_tokens": 1400 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-45-philosophy", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" }, { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "content_excerpt": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14907.9110622406, "reasoning_chars": 5123, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** What is the judge ad hoc?\n - **Options:** A through J\n - **Task:** Reason through the options, then output the final ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 161, "prompt_tokens_details": null, "total_tokens": 1441 } }, { "attempt": 2, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "content_excerpt": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14693.386554718018, "reasoning_chars": 5123, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** What is the judge ad hoc?\n - **Options:** A through J\n - **Task:** Reason through the options, then output the final ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 161, "prompt_tokens_details": null, "total_tokens": 1441 } }, { "attempt": 3, "budget": { "legacy_total_budget": false, "max_completion_tokens": 1280, "reasoning_headroom_tokens": 1024, "visible_answer_tokens": 256 }, "content": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "content_excerpt": "\n\nThe concept of a **judge ad hoc** is specifically governed by Article 31 of the Statute of the International Court of", "error": "answer", "failure_class": "completion_budget_exhausted_after_visible_output", "finish_reason": "length", "latency_ms": 14558.643102645874, "reasoning_chars": 5123, "reasoning_excerpt": "Here's a thinking process:\n\n1. **Analyze the User Input:**\n - **Question:** What is the judge ad hoc?\n - **Options:** A through J\n - **Task:** Reason through the options, then output the final ", "reasoning_field": "reasoning", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 1280, "prompt_tokens": 161, "prompt_tokens_details": null, "total_tokens": 1441 } } ], "error": "pass rate below threshold", "id": "mmlu-pro-65-law", "pass_count": 0, "pass_rate": 0.0, "required_pass_rate": 0.66, "status": "failed", "validator": "deterministic_text_checks" } ], "date": "2026-07-12", "source": "tests/fixtures/eval-data/hf-mmlu-pro-10-repeated.suite.json", "source_sha256": "f6112c6f592c5285f8dae86808285f328161d3b4ae30ef660440d173d47b0636", "status": "failed", "work_class": "independent-multidomain-reasoning-sanity" } }, "thinking": { "chat_template_kwargs": { "enable_thinking": true }, "control_mechanism": "chat_template_kwargs", "control_requested": { "enable_thinking": true }, "control_status": "requested_unverified", "mode": "enabled", "reasoning_effort": null, "unsupported": false }, "timing": { "chat": { "e2e_p50_ms": 0.0, "e2e_p95_ms": 0.0, "output_tokens": 0, "ttft_p50_ms": 0.0, "ttft_p95_ms": 0.0 }, "wall_ms": 418814.3239021301 }, "tool": { "checks": [], "status": "not_run" }, "voice": { "llm_latency_ms": null, "status": "not_run", "stt_latency_ms": null, "total_turn_latency_ms": null, "tts_latency_ms": null } }