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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
struct<acc,none: double, acc_stderr,none: double, acc_norm,none: double, acc_norm_stderr,none: double, alias: string>
to
{'acc,none': Value(dtype='float64', id=None)}
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2020, in cast_array_to_feature
                  arrays = [_c(array.field(name), subfeature) for name, subfeature in feature.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2020, in <listcomp>
                  arrays = [_c(array.field(name), subfeature) for name, subfeature in feature.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature
                  raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
              TypeError: Couldn't cast array of type
              struct<acc,none: double, acc_stderr,none: double, acc_norm,none: double, acc_norm_stderr,none: double, alias: string>
              to
              {'acc,none': Value(dtype='float64', id=None)}
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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results
dict
config
dict
{ "medmcqa": { "acc,none": 0.4566 }, "medqa_4options": { "acc,none": 0.5145 }, "mmlu_anatomy": { "acc,none": 0.5704 }, "mmlu_clinical_knowledge": { "acc,none": 0.6453 }, "mmlu_college_biology": { "acc,none": 0.6458 }, "mmlu_college_medicine": { "acc,none": 0.6069 }, "mmlu_medical_genetics": { "acc,none": 0.66 }, "mmlu_professional_medicine": { "acc,none": 0.6544 }, "pubmedqa": { "acc,none": 0.766 } }
{ "model_dtype": "torch.float16", "model_name": "HuggingFaceH4/zephyr-7b-beta", "model_sha": "0e1799b1d2c43a97a442e14e53770e52ed3f198e" }
{ "pubmedqa": { "acc,none": 0.746, "acc_stderr,none": 0.019486596801643427, "alias": "pubmedqa" }, "mmlu_professional_medicine": { "alias": "professional_medicine", "acc,none": 0.6985294117647058, "acc_stderr,none": 0.027875982114273168 }, "mmlu_medical_genetics": { "alias": "medical_genetics", "acc,none": 0.82, "acc_stderr,none": 0.038612291966536955 }, "mmlu_college_medicine": { "alias": "college_medicine", "acc,none": 0.6011560693641619, "acc_stderr,none": 0.037336266553835096 }, "mmlu_college_biology": { "alias": "college_biology", "acc,none": 0.7777777777777778, "acc_stderr,none": 0.03476590104304134 }, "mmlu_clinical_knowledge": { "alias": "clinical_knowledge", "acc,none": 0.7547169811320755, "acc_stderr,none": 0.02648035717989568 }, "mmlu_anatomy": { "alias": "anatomy", "acc,none": 0.6814814814814815, "acc_stderr,none": 0.0402477840197711 }, "medqa_4options": { "acc,none": 0.598586017282011, "acc_stderr,none": 0.013744089558641807, "acc_norm,none": 0.598586017282011, "acc_norm_stderr,none": 0.013744089558641807, "alias": "medqa_4options" }, "medmcqa": { "acc,none": 0.5766196509682047, "acc_stderr,none": 0.007640434439423529, "acc_norm,none": 0.5766196509682047, "acc_norm_stderr,none": 0.007640434439423529, "alias": "medmcqa" } }
{ "model": "hf", "model_args": "pretrained=meta-llama/Meta-Llama-3-8B,revision=main,dtype=bfloat16", "model_num_parameters": 8030261248, "model_dtype": "bfloat16", "model_revision": "main", "model_sha": "main", "batch_size": "auto", "batch_sizes": [ 16 ], "device": "cuda:1", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null, "random_seed": 0, "numpy_seed": 1234, "torch_seed": 1234, "fewshot_seed": 1234, "model_name": "meta-llama/Meta-Llama-3-8B" }

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