piq18_letters_backward_forward

Prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Gold / expectedJEvaluatornormalized_exactTagsletter_sequence, mediumMetadata

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Response contract

{
  "instruction": "Return only the final answer. Do not include explanation.",
  "mode": "short_answer"
}

Provenance

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ModalityNot specified

Wrong-answer distribution · literal raw responses

L — 1 modelN — 1 modelN === Explanation: Starting from D: 1. D + 3 = G 2. G - — 1 model

Every model response

gpt-5.6 gpt-5.6 ✓ PASS J

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule satisfied

Evaluation evidence

{
  "actual_normalized": "j",
  "expected_normalized": "j"
}

Latency

6247.7795490121935 ms

Usage

{
  "completion_tokens": 4,
  "completion_tokens_details": {
    "accepted_prediction_tokens": 0,
    "audio_tokens": 0,
    "reasoning_tokens": 0,
    "rejected_prediction_tokens": 0
  },
  "prompt_tokens": 58,
  "prompt_tokens_details": {
    "audio_tokens": 0,
    "cache_write_tokens": 0,
    "cached_tokens": 0
  },
  "total_tokens": 62
}

Provider metadata

{
  "id": "chatcmpl-EH03ZulGgSjEwGjCIlHLBS1wZk9D9",
  "model": "gpt-5.6-sol",
  "provider": "openai_compatible"
}

Model config

{
  "adapter": "openai_compatible",
  "base_url": "https://api.openai.com/v1",
  "device": null,
  "dtype": "auto",
  "extra_headers": {},
  "generation": {},
  "id": "gpt-5.6",
  "local_files_only": false,
  "max_new_tokens": 512,
  "model": "gpt-5.6",
  "quantization_method": null,
  "secret_env": "OPENAI_API_KEY",
  "supports_json_mode": false,
  "timeout": 120
}

Execution error

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Evaluation error

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Qwen 32B AWQ qwen32b-awq ✓ PASS J

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule satisfied

Evaluation evidence

{
  "actual_normalized": "j",
  "expected_normalized": "j"
}

Latency

123.71075899864081 ms

Usage

{
  "input_tokens": 81,
  "output_tokens": 2
}

Provider metadata

{
  "adapter": "transformers_local",
  "cuda_version": "12.8",
  "device": "cuda",
  "dtype": "auto",
  "generation_latency_ms": 123.12176100385841,
  "gpu_compute_capability": [
    12,
    0
  ],
  "gpu_name": "NVIDIA GeForce RTX 5090",
  "model": "[local-model-path-redacted]/qwen32b-awq",
  "model_load_ms": 3622.3182269895915,
  "peak_cuda_memory_allocated_bytes": 19436212736,
  "provider": "transformers_local",
  "quantization_method": "awq",
  "torch_version": "2.9.0+cu128",
  "transformers_version": "4.51.3"
}

Model config

{
  "adapter": "transformers_local",
  "base_url": null,
  "device": "cuda",
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "do_sample": false
  },
  "id": "qwen32b-awq",
  "local_files_only": true,
  "max_new_tokens": 32,
  "model": "[local-model-path-redacted]/qwen32b-awq",
  "quantization_method": "awq",
  "secret_env": null,
  "supports_json_mode": false,
  "timeout": 60
}

Execution error

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Evaluation error

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GPT-4o-mini gpt-4o-mini ✗ FAIL N

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule conclusively not satisfied

Evaluation evidence

{
  "actual_normalized": "n",
  "expected_normalized": "j"
}

Latency

5819.747664994793 ms

Usage

{
  "completion_tokens": 1,
  "completion_tokens_details": {
    "accepted_prediction_tokens": 0,
    "audio_tokens": 0,
    "reasoning_tokens": 0,
    "rejected_prediction_tokens": 0
  },
  "prompt_tokens": 59,
  "prompt_tokens_details": {
    "audio_tokens": 0,
    "cached_tokens": 0
  },
  "total_tokens": 60
}

Provider metadata

{
  "id": "chatcmpl-EGccNZ4wChxCDrOO64Vo9HpXNZTEe",
  "model": "gpt-4o-mini-2024-07-18",
  "provider": "openai_compatible"
}

Model config

{
  "adapter": "openai_compatible",
  "base_url": "https://api.openai.com/v1",
  "device": null,
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "temperature": 0
  },
  "id": "gpt-4o-mini",
  "local_files_only": false,
  "max_new_tokens": 512,
  "model": "gpt-4o-mini",
  "quantization_method": null,
  "secret_env": "OPENAI_API_KEY",
  "supports_json_mode": false,
  "timeout": 120
}

Execution error

—

Evaluation error

—

Qwen 2.5 14B qwen2.5-14b ✓ PASS J

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule satisfied

Evaluation evidence

{
  "actual_normalized": "j",
  "expected_normalized": "j"
}

Latency

58.24177400791086 ms

Usage

{
  "input_tokens": 81,
  "output_tokens": 2
}

Provider metadata

{
  "adapter": "transformers_local",
  "cuda_version": "12.8",
  "device": "cuda",
  "dtype": "auto",
  "generation_latency_ms": 57.888859999366105,
  "gpu_compute_capability": [
    12,
    0
  ],
  "gpu_name": "NVIDIA GeForce RTX 5090",
  "model": "[local-model-path-redacted]/qwen2.5-14b",
  "model_load_ms": 71984.59202000231,
  "peak_cuda_memory_allocated_bytes": 29575646720,
  "provider": "transformers_local",
  "torch_version": "2.9.0+cu128",
  "transformers_version": "4.51.3"
}

Model config

{
  "adapter": "transformers_local",
  "base_url": null,
  "device": "cuda",
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "do_sample": false
  },
  "id": "qwen2.5-14b",
  "local_files_only": true,
  "max_new_tokens": 32,
  "model": "[local-model-path-redacted]/qwen2.5-14b",
  "quantization_method": null,
  "secret_env": null,
  "supports_json_mode": false,
  "timeout": 60
}

Execution error

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Evaluation error

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Gemma 2 9B IT gemma2-9b-it ✗ FAIL L

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule conclusively not satisfied

Evaluation evidence

{
  "actual_normalized": "l",
  "expected_normalized": "j"
}

Latency

70.96153098973446 ms

Usage

{
  "input_tokens": 64,
  "output_tokens": 3
}

Provider metadata

{
  "adapter": "transformers_local",
  "cuda_version": "12.8",
  "device": "cuda",
  "dtype": "auto",
  "generation_latency_ms": 70.56069599639159,
  "gpu_compute_capability": [
    12,
    0
  ],
  "gpu_name": "NVIDIA GeForce RTX 5090",
  "model": "[local-model-path-redacted]/gemma2-9b-it",
  "model_load_ms": 3646.1853710061405,
  "peak_cuda_memory_allocated_bytes": 18537569280,
  "provider": "transformers_local",
  "torch_version": "2.9.0+cu128",
  "transformers_version": "4.51.3"
}

Model config

{
  "adapter": "transformers_local",
  "base_url": null,
  "device": "cuda",
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "do_sample": false
  },
  "id": "gemma2-9b-it",
  "local_files_only": true,
  "max_new_tokens": 32,
  "model": "[local-model-path-redacted]/gemma2-9b-it",
  "quantization_method": null,
  "secret_env": null,
  "supports_json_mode": false,
  "timeout": 60
}

Execution error

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Evaluation error

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Qwen 2.5 14B AWQ qwen2.5-14b-awq ✓ PASS J

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule satisfied

Evaluation evidence

{
  "actual_normalized": "j",
  "expected_normalized": "j"
}

Latency

58.84533899370581 ms

Usage

{
  "input_tokens": 81,
  "output_tokens": 2
}

Provider metadata

{
  "adapter": "transformers_local",
  "cuda_version": "12.8",
  "device": "cuda",
  "dtype": "auto",
  "generation_latency_ms": 58.36114900012035,
  "gpu_compute_capability": [
    12,
    0
  ],
  "gpu_name": "NVIDIA GeForce RTX 5090",
  "model": "[local-model-path-redacted]/qwen2.5-14b-awq",
  "model_load_ms": 2744.904780993238,
  "peak_cuda_memory_allocated_bytes": 10054918656,
  "provider": "transformers_local",
  "quantization_method": "awq",
  "torch_version": "2.9.0+cu128",
  "transformers_version": "4.51.3"
}

Model config

{
  "adapter": "transformers_local",
  "base_url": null,
  "device": "cuda",
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "do_sample": false
  },
  "id": "qwen2.5-14b-awq",
  "local_files_only": true,
  "max_new_tokens": 32,
  "model": "[local-model-path-redacted]/qwen2.5-14b-awq",
  "quantization_method": "awq",
  "secret_env": null,
  "supports_json_mode": false,
  "timeout": 60
}

Execution error

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Evaluation error

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Phi-3 Medium phi3-medium-4k ✗ FAIL

N
===

Explanation:

Starting from D:

1. D + 3 = G

2. G -

Effective candidate prompt

Pattern: move +3, then -1 repeatedly. Starting from D: D, G, F, I, H, K, ?

Return only the final answer. Do not include explanation or reasoning.

Return only the final answer. Do not include explanation.

Evaluation reason

deterministic rule conclusively not satisfied

Evaluation evidence

{
  "actual_normalized": "n === explanation: starting from d: 1. d + 3 = g 2. g -",
  "expected_normalized": "j"
}

Latency

715.5995020002592 ms

Usage

{
  "input_tokens": 59,
  "output_tokens": 32
}

Provider metadata

{
  "adapter": "transformers_local",
  "cuda_version": "12.8",
  "device": "cuda",
  "dtype": "auto",
  "generation_latency_ms": 715.2794499997981,
  "gpu_compute_capability": [
    12,
    0
  ],
  "gpu_name": "NVIDIA GeForce RTX 5090",
  "model": "[local-model-path-redacted]/phi3-medium-4k",
  "model_load_ms": 112327.89194400539,
  "peak_cuda_memory_allocated_bytes": 27982197760,
  "provider": "transformers_local",
  "torch_version": "2.9.0+cu128",
  "transformers_version": "4.51.3"
}

Model config

{
  "adapter": "transformers_local",
  "base_url": null,
  "device": "cuda",
  "dtype": "auto",
  "extra_headers": {},
  "generation": {
    "do_sample": false
  },
  "id": "phi3-medium-4k",
  "local_files_only": true,
  "max_new_tokens": 32,
  "model": "[local-model-path-redacted]/phi3-medium-4k",
  "quantization_method": null,
  "secret_env": null,
  "supports_json_mode": false,
  "timeout": 60
}

Execution error

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Evaluation error

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