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Modalities:
Text
Formats:
parquet
Size:
< 1K
Tags:
degen_test_1_countdown
budget-16k
iterative
hosted_vllm-Qwen-Qwen3-4B-Instruct-2507<api_base>http:--10.32.36.204:10080-v1
failed
License:
question stringlengths 129 133 | metadata stringlengths 136 144 | task_source stringclasses 1
value | formatted_prompt listlengths 2 2 | responses_by_sample listlengths 3 3 | tokens_by_sample listlengths 3 3 | num_rounds_by_sample listlengths 3 3 | continuation_prompts_by_sample listlengths 3 3 | continuation_text_by_sample listlengths 3 3 | strategy_type stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|
Using the numbers 99, 83, 4, 15, 38, 56, create an expression that equals 666. You may use +, -, *, / and each number at most once. | {"numbers": [99, 83, 4, 15, 38, 56], "target": 666, "operators_used": ["-", "/", "+", "*", "-"], "expression": "99 - 83 / 4 + 15 * 38 - 56"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 99, 83, 4, 15, 38, 56, create a... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 74, 74, 61, 32, 31, 53, create an expression that equals 159. You may use +, -, *, / and each number at most once. | {"numbers": [74, 74, 61, 32, 31, 53], "target": 159, "operators_used": ["-", "+", "+", "/", "*"], "expression": "74 - 74 + 61 + 32 / 31 * 53"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 74, 74, 61, 32, 31, 53, create ... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 25, 69, 3, 18, 55, 1, create an expression that equals 612. You may use +, -, *, / and each number at most once. | {"numbers": [25, 69, 3, 18, 55, 1], "target": 612, "operators_used": ["*", "/", "-", "+", "/"], "expression": "25 * 69 / 3 - 18 + 55 / 1"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 25, 69, 3, 18, 55, 1, create an... | [
[
"",
""
],
[
"",
"Alright, let's try again carefully.\n\nWe are given the numbers: \n**25, 69, 3, 18, 55, 1** \nWe must use **each number at most once**, and we can use **+, −, ×, ÷** to form an expression that equals **612**.\n\nOur goal: \nFind a combination of these numbers (each used at ... | [
134,
1958,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
"Alright, let's try again carefully.\n\nWe are given the numbers: \n**25, 69, 3, 18, 55, 1** \nWe must use **each number at most once**, and we can use **+, −, ×, ÷** to form an expression that equals **612**.\n\nOur goal: \nFind a combination of these numbers (each used at ... | iterative |
Using the numbers 43, 1, 17, 82, 34, 21, create an expression that equals 868. You may use +, -, *, / and each number at most once. | {"numbers": [43, 1, 17, 82, 34, 21], "target": 868, "operators_used": ["/", "*", "+", "+", "+"], "expression": "43 / 1 * 17 + 82 + 34 + 21"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 43, 1, 17, 82, 34, 21, create a... | [
[
"We are given the numbers: \n**43, 1, 17, 82, 34, 21** \nWe need to create an expression that equals **868**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\n### Step 1: Understand the target\nTarget: **868**\n\nWe need to combine these numbers usin... | [
6928,
134,
6156
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"We are given the numbers: \n**43, 1, 17, 82, 34, 21** \nWe need to create an expression that equals **868**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\n### Step 1: Understand the target\nTarget: **868**\n\nWe need to combine these numbers usin... | iterative |
Using the numbers 95, 43, 53, 86, 58, 32, create an expression that equals 103. You may use +, -, *, / and each number at most once. | {"numbers": [95, 43, 53, 86, 58, 32], "target": 103, "operators_used": ["*", "-", "+", "/", "+"], "expression": "95 * 43 - 53 + 86 / 58 + 32"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 95, 43, 53, 86, 58, 32, create ... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 87, 74, 76, 3, 17, 1, create an expression that equals 383. You may use +, -, *, / and each number at most once. | {"numbers": [87, 74, 76, 3, 17, 1], "target": 383, "operators_used": ["*", "+", "-", "/", "/"], "expression": "87 * 74 + 76 - 3 / 17 / 1"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 87, 74, 76, 3, 17, 1, create an... | [
[
"We are given the numbers: \n**87, 74, 76, 3, 17, 1** \nWe need to create an expression using **each number at most once**, and using only the operations **+**, **−**, **\\***, **/** to get a result of **383**.\n\n---\n\n### Step 1: Understand the target\nWe want to reach **383**. Let's first check the sum ... | [
4698,
3868,
3443
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"We are given the numbers: \n**87, 74, 76, 3, 17, 1** \nWe need to create an expression using **each number at most once**, and using only the operations **+**, **−**, **\\***, **/** to get a result of **383**.\n\n---\n\n### Step 1: Understand the target\nWe want to reach **383**. Let's first check the sum ... | iterative |
Using the numbers 89, 1, 84, 42, 43, 87, create an expression that equals 308. You may use +, -, *, / and each number at most once. | {"numbers": [89, 1, 84, 42, 43, 87], "target": 308, "operators_used": ["/", "*", "/", "+", "+"], "expression": "89 / 1 * 84 / 42 + 43 + 87"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 89, 1, 84, 42, 43, 87, create a... | [
[
"",
""
],
[
"",
""
],
[
"We are given the numbers: \n**89, 1, 84, 42, 43, 87** \nWe need to form an expression that equals **308**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\n### Step 1: Estimate total sum\nLet’s first c... | [
134,
134,
3028
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"We are given the numbers: \n**89, 1, 84, 42, 43, 87** \nWe need to form an expression that equals **308**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\n### Step 1: Estimate total sum\nLet’s first c... | iterative |
Using the numbers 19, 1, 29, 87, 8, 87, create an expression that equals 145. You may use +, -, *, / and each number at most once. | {"numbers": [19, 1, 29, 87, 8, 87], "target": 145, "operators_used": ["/", "*", "-", "/", "+"], "expression": "19 / 1 * 29 - 87 / 8 + 87"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 19, 1, 29, 87, 8, 87, create an... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 75, 49, 1, 48, 14, 87, create an expression that equals 949. You may use +, -, *, / and each number at most once. | {"numbers": [75, 49, 1, 48, 14, 87], "target": 949, "operators_used": ["-", "/", "+", "*", "-"], "expression": "75 - 49 / 1 + 48 * 14 - 87"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 75, 49, 1, 48, 14, 87, create a... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 84, 53, 21, 18, 6, 5, create an expression that equals 231. You may use +, -, *, / and each number at most once. | {"numbers": [84, 53, 21, 18, 6, 5], "target": 231, "operators_used": ["*", "/", "+", "+", "-"], "expression": "84 * 53 / 21 + 18 + 6 - 5"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 84, 53, 21, 18, 6, 5, create an... | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | [
134,
134,
134
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"",
""
],
[
"",
""
],
[
"",
""
]
] | iterative |
Using the numbers 15, 96, 9, 21, 58, 100, create an expression that equals 111. You may use +, -, *, / and each number at most once. | {"numbers": [15, 96, 9, 21, 58, 100], "target": 111, "operators_used": ["*", "+", "/", "-", "+"], "expression": "15 * 96 + 9 / 21 - 58 + 100"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
{
"content": "Using the numbers 15, 96, 9, 21, 58, 100, create ... | [
[
"We are given the numbers: \n**15, 96, 9, 21, 58, 100** \nWe need to create an expression that equals **111**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\nLet’s look for combinations that get us close to 111.\n\n### Step 1: Try to estimate\n111 ... | [
7259,
4564,
2309
] | [
2,
2,
2
] | [
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
],
[
"This is actually wrong, try again.",
"This is actually wrong, try again."
]
] | [
[
"We are given the numbers: \n**15, 96, 9, 21, 58, 100** \nWe need to create an expression that equals **111**, using each number **at most once**, and using only the operations: **+**, **−**, **\\***, **/**.\n\n---\n\nLet’s look for combinations that get us close to 111.\n\n### Step 1: Try to estimate\n111 ... | iterative |
End of preview. Expand in Data Studio
TIW-qwen3-4B-Instruct-2507-cd5arg-iterative-FAILED
Countdown reasoning with iterative strategy to 16384 tokens
Dataset Info
- Rows: 100
- Columns: 10
Columns
| Column | Type | Description |
|---|---|---|
| question | Value('string') | The countdown problem statement |
| metadata | Value('string') | JSON with target number, available numbers, and solution |
| task_source | Value('string') | Task type identifier (countdown) |
| formatted_prompt | List({'content': Value('string'), 'role': Value('string')}) | Initial prompt messages sent to the model |
| responses_by_sample | List(List(Value('string'))) | Full model response [sample_idx][round_idx] = response string |
| tokens_by_sample | List(Value('int64')) | Total token count for each sample (based on continuation_text) |
| num_rounds_by_sample | List(Value('int64')) | Number of continuation rounds for each sample |
| continuation_prompts_by_sample | List(List(Value('string'))) | Continuation prompts used [sample_idx][round_idx] = prompt string |
| continuation_text_by_sample | List(List(Value('string'))) | Truncated text used for continuation [sample_idx][round_idx]. For budget_forcing: truncated at first tag. For other strategies: same as responses_by_sample. |
| strategy_type | Value('string') | Prompting strategy: 'iterative', 'budget_forcing', or 'random_noise' |
Generation Parameters
{
"script_name": "stage_01_generate_reasoning.py",
"model": "hosted_vllm/Qwen/Qwen3-4B-Instruct-2507<api_base>http://10.32.36.204:10080/v1",
"hyperparameters": {
"temperature": 0.7,
"max_tokens_per_round": 16384,
"target_total_tokens": 16384,
"samples": 3,
"strategy": "iterative"
},
"input_datasets": [],
"description": "Countdown reasoning with iterative strategy to 16384 tokens",
"experiment": "degen_test_1_countdown",
"strategy": "iterative",
"arg_count": 6,
"seed": 42,
"status": "failed",
"failed_at": "2025-12-19T10:34:59.446421",
"error": "litellm.Timeout: APITimeoutError - Request timed out. Error_str: Request timed out.",
"traceback": "Traceback (most recent call last):\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_transports/default.py\", line 101, in map_httpcore_exceptions\n yield\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_transports/default.py\", line 250, in handle_request\n resp = self._pool.handle_request(req)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/connection_pool.py\", line 256, in handle_request\n raise exc from None\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/connection_pool.py\", line 236, in handle_request\n response = connection.handle_request(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/connection.py\", line 103, in handle_request\n return self._connection.handle_request(request)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/http11.py\", line 136, in handle_request\n raise exc\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/http11.py\", line 106, in handle_request\n ) = self._receive_response_headers(**kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/http11.py\", line 177, in _receive_response_headers\n event = self._receive_event(timeout=timeout)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_sync/http11.py\", line 217, in _receive_event\n data = self._network_stream.read(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_backends/sync.py\", line 126, in read\n with map_exceptions(exc_map):\n ^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/contextlib.py\", line 158, in __exit__\n self.gen.throw(value)\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpcore/_exceptions.py\", line 14, in map_exceptions\n raise to_exc(exc) from exc\nhttpcore.ReadTimeout: timed out\n\nThe above exception was the direct cause of the following exception:\n\nTraceback (most recent call last):\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/_base_client.py\", line 972, in request\n response = self._client.send(\n ^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_client.py\", line 914, in send\n response = self._send_handling_auth(\n ^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_client.py\", line 942, in _send_handling_auth\n response = self._send_handling_redirects(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_client.py\", line 979, in _send_handling_redirects\n response = self._send_single_request(request)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_client.py\", line 1014, in _send_single_request\n response = transport.handle_request(request)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_transports/default.py\", line 249, in handle_request\n with map_httpcore_exceptions():\n ^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/contextlib.py\", line 158, in __exit__\n self.gen.throw(value)\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/httpx/_transports/default.py\", line 118, in map_httpcore_exceptions\n raise mapped_exc(message) from exc\nhttpx.ReadTimeout: timed out\n\nThe above exception was the direct cause of the following exception:\n\nTraceback (most recent call last):\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n raise e\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n ) = self.make_sync_openai_chat_completion_request(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n result = func(*args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n raise e\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n raw_response = openai_client.chat.completions.with_raw_response.create(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n ^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n return func(*args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n return self._post(\n ^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/_base_client.py\", line 1249, in post\n return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/openai/_base_client.py\", line 990, in request\n raise APITimeoutError(request=request) from err\nopenai.APITimeoutError: Request timed out.\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/main.py\", line 1938, in completion\n raise e\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/main.py\", line 1911, in completion\n response = openai_chat_completions.completion(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Request timed out.\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/scratch/zrs2020/code/Reasoning-Horizons/experiments/degen_test_1_countdown/stage_01_generate_reasoning.py\", line 866, in main\n results = run_experiment(args)\n ^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/experiments/degen_test_1_countdown/stage_01_generate_reasoning.py\", line 659, in run_experiment\n results = run_iterative_annotation(\n ^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/experiments/degen_test_1_countdown/stage_01_generate_reasoning.py\", line 349, in run_iterative_annotation\n round_results = annotator(\n ^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/annotator.py\", line 1012, in annotator\n completer = AnnotatorCompleter(\n ^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/annotator.py\", line 744, in __init__\n super().__init__(*args, **kwargs)\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/custom_curator/src/bespokelabs/curator/llm/llm.py\", line 137, in __init__\n self._request_processor = _RequestProcessorFactory.create(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/custom_curator/src/bespokelabs/curator/request_processor/_factory.py\", line 163, in create\n return LiteLLMOnlineRequestProcessor(config)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/custom_curator/src/bespokelabs/curator/request_processor/online/litellm_online_request_processor.py\", line 52, in __init__\n self.header_based_max_requests_per_minute, self.header_based_max_tokens_per_minute = self.get_header_based_rate_limits()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/custom_curator/src/bespokelabs/curator/request_processor/online/litellm_online_request_processor.py\", line 221, in get_header_based_rate_limits\n headers = self.test_call()\n ^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/code/Reasoning-Horizons/src/annotators/custom_curator/src/bespokelabs/curator/request_processor/online/litellm_online_request_processor.py\", line 191, in test_call\n completion = litellm.completion(\n ^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/utils.py\", line 1306, in wrapper\n raise e\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/utils.py\", line 1181, in wrapper\n result = original_function(*args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/main.py\", line 3370, in completion\n raise exception_type(\n ^^^^^^^^^^^^^^^\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2293, in exception_type\n raise e\n File \"/scratch/zrs2020/miniconda/miniconda3/envs/reasoning_horizons/lib/python3.12/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n raise Timeout(\nlitellm.exceptions.Timeout: litellm.Timeout: APITimeoutError - Request timed out. Error_str: Request timed out.\n"
}
Experiment Documentation
For complete experiment details, see https://github.com/TAUR-Lab/Reasoning-Horizons/tree/main/experiments/degen_test_1_countdown
Usage
from datasets import load_dataset
dataset = load_dataset("reasoning-degeneration-dev/TIW-qwen3-4B-Instruct-2507-cd5arg-iterative-FAILED", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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