Datasets:
argmaxinc
/
whisperkit-evals-dataset

Dataset card Data Studio Files
xet
Community
94
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowNotImplementedError
Message:      Cannot write struct type 'transcribe' with no child field to Parquet. Consider adding a dummy child field.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 712, in write_table
                  self._build_writer(inferred_schema=pa_table.schema)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 757, in _build_writer
                  self.pa_writer = pq.ParquetWriter(
                                   ^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pyarrow/parquet/core.py", line 1070, in __init__
                  self.writer = _parquet.ParquetWriter(
                                ^^^^^^^^^^^^^^^^^^^^^^^
                File "pyarrow/_parquet.pyx", line 2363, in pyarrow._parquet.ParquetWriter.__cinit__
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
              pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'transcribe' with no child field to Parquet. Consider adding a dummy child field.
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1847, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 731, in finalize
                  self._build_writer(self.schema)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 757, in _build_writer
                  self.pa_writer = pq.ParquetWriter(
                                   ^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pyarrow/parquet/core.py", line 1070, in __init__
                  self.writer = _parquet.ParquetWriter(
                                ^^^^^^^^^^^^^^^^^^^^^^^
                File "pyarrow/_parquet.pyx", line 2363, in pyarrow._parquet.ParquetWriter.__cinit__
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
              pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'transcribe' with no child field to Parquet. Consider adding a dummy child field.
              
              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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1858, 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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testInfo
dict
memoryStats
dict
latencyStats
dict
systemMeasurements
dict
staticAttributes
dict
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{ "measurements": [ { "average": 116.71831, "cumulativeTokens": 71, "max": 121, "min": 112, "numberOfMeasurements": 71, "timeElapsed": 1.513167977333068 } ], "postTranscribeMemory": 109, "preTranscribeMemory": 79, "totalNumberOfMeasurements": 71, "units": "MB" }
{ "measurements": [ { "average": 28.782443999999998, "cumulativeTokens": 71, "max": 47.218277, "min": 1.2311116, "numberOfMeasurements": 71, "timeElapsed": 1.513167977333068 } ], "totalNumberOfMeasurements": 71, "units": "Tokens/Sec" }
{ "batteryLevel": [ -1, -1 ], "diskSpace": [ { "freeSpaceGB": 43.4483, "totalSpaceGB": 1858.1918 }, { "freeSpaceGB": 43.448338, "totalSpaceGB": 1858.1918 } ], "systemMemory": [ { "appAllocatedGB": 0.07806724, "appUsedGB": 0.13638306, "swapUsedGB": 12922.551, "totalActiveGB": 4.0295105, "totalAvailableGB": 5.5323944, "totalUsedGB": 26.467606, "totalWiredGB": 7.8867645 }, { "appAllocatedGB": 0.115939915, "appUsedGB": 0.29425049999999997, "swapUsedGB": 12922.551, "totalActiveGB": 4.3216248, "totalAvailableGB": 5.131775, "totalUsedGB": 26.868225, "totalWiredGB": 8.025803 } ], "thermalState": [ 0, 0 ], "timeElapsed": [ 0.0009679794311520001, 1.000857949256897 ] }
{ "decoderCompute": "CPU and Neural Engine", "decodingOptions": { "chunkingStrategy": "vad", "clipTimestamps": [], "compressionRatioThreshold": 2.4, "concurrentWorkerCount": 4, "detectLanguage": false, "firstTokenLogProbThreshold": -1.5, "logProbThreshold": -1, "noSpeechThreshold": 0.6000000000000001, "sampleLength": 224, "skipSpecialTokens": false, "suppressBlank": false, "supressTokens": [], "task": { "transcribe": {} }, "temperature": 0, "temperatureFallbackCount": 5, "temperatureIncrementOnFallback": 0.2, "topK": 5, "usePrefillCache": true, "usePrefillPrompt": true, "verbose": true, "withoutTimestamps": false, "wordTimestamps": false }, "encoderCompute": "CPU and Neural Engine", "isLowPowerMode": "Disabled", "osVersion": "15.0.1" }
{ "audioFile": "4507-16021-0001.mp3", "datasetDir": "librispeech-10mins", "datasetRepo": "argmaxinc/whisperkit-test-data", "date": "2024-10-25T08:34:15Z", "device": "Mac14,12", "diff": [ [ "it", null ], [ " ", null ], [ "engenders", null ], [ " ", null ], [ "a", null ], [ " ", null ], [ "whole", null ], [ " ", null ], [ "world", null ], [ " ", null ], [ "la", null ], [ " ", null ], [ "pegre", "-" ], [ "pagre", "+" ], [ " ", null ], [ "for", null ], [ " ", null ], [ "which", null ], [ " ", null ], [ "read", "-" ], [ "red", "+" ], [ " ", null ], [ "theft", null ], [ " ", null ], [ "and", null ], [ " ", null ], [ "a", null ], [ " ", null ], [ "hell", null ], [ " ", null ], [ "la", null ], [ " ", null ], [ "pegrenne", "-" ], [ "pagren", "+" ], [ " ", null ], [ "for", null ], [ " ", null ], [ "which", null ], [ " ", null ], [ "read", "-" ], [ "red", "+" ], [ " ", null ], [ "hunger", null ] ], "model": "distil-whisper_distil-large-v3", "prediction": "It engenders a whole world, La Pagre, for which red theft, and a hell, La Pagren, for which red hunger.", "reference": "it engenders a whole world la pegre for which read theft and a hell la pegrenne for which read hunger", "timeElapsedInSeconds": 1.0686060190200801, "timings": { "audioLoading": 0.0037310123443600003, "audioProcessing": 0.000131964683532, "decoderLoadTime": 0.020372986793518, "decoderSpecializationTime": 0, "decodingFallback": 0, "decodingFiltering": 0.000226974487304, "decodingInit": 0.0031759738922110003, "decodingKvCaching": 0.015552997589111002, "decodingLoop": 1.052196025848388, "decodingNonPrediction": 0.10322201251983601, "decodingPredictions": 0.28002977371215804, "decodingSampling": 0.018363952636718, "decodingWindowing": 0.00011897087097100001, "decodingWordTimestamps": 0, "encoderLoadTime": 0.092249989509582, "encoderSpecializationTime": 0, "encoding": 0.6578400135040281, "firstTokenTime": 751538056.230784, "fullPipeline": 1.055438995361328, "inputAudioSeconds": 11.412, "logmels": 0.010085940361022, "modelLoading": 20.301865935325623, "pipelineStart": 751538055.549953, "prefill": 0.000010967254638671872, "prewarmLoadTime": 19.932031989097595, "tokenizerLoadTime": 0.24590396881103502, "totalAudioProcessingRuns": 1, "totalDecodingFallbacks": 0, "totalDecodingLoops": 40, "totalDecodingWindows": 1, "totalEncodingRuns": 1, "totalKVUpdateRuns": 39, "totalLogmelRuns": 1, "totalTimestampAlignmentRuns": 0 }, "wer": 0.205128205128205 }
{ "measurements": [ { "average": 121.53846, "cumulativeTokens": 39, "max": 122, "min": 116, "numberOfMeasurements": 39, "timeElapsed": 1.059676051139831 } ], "postTranscribeMemory": 111, "preTranscribeMemory": 109, "totalNumberOfMeasurements": 39, "units": "MB" }
{ "measurements": [ { "average": 21.842083, "cumulativeTokens": 39, "max": 37.105824, "min": 1.4606793, "numberOfMeasurements": 39, "timeElapsed": 1.059676051139831 } ], "totalNumberOfMeasurements": 39, "units": "Tokens/Sec" }
{ "batteryLevel": [ -1, -1 ], "diskSpace": [ { "freeSpaceGB": 43.44793, "totalSpaceGB": 1858.1918 }, { "freeSpaceGB": 43.44834, "totalSpaceGB": 1858.1918 } ], "systemMemory": [ { "appAllocatedGB": 0.106754124, "appUsedGB": 0.29640198, "swapUsedGB": 12922.605, "totalActiveGB": 4.534256, "totalAvailableGB": 4.779419, "totalUsedGB": 27.220581, "totalWiredGB": 8.233124 }, { "appAllocatedGB": 0.11986142400000001, "appUsedGB": 0.30337524, "swapUsedGB": 12922.605, "totalActiveGB": 4.4056396, "totalAvailableGB": 4.7801514, "totalUsedGB": 27.219849, "totalWiredGB": 8.367401 } ], "thermalState": [ 0, 0 ], "timeElapsed": [ 0.00011396408081, 1.001613020896911 ] }
{ "decoderCompute": "CPU and Neural Engine", "decodingOptions": { "chunkingStrategy": "vad", "clipTimestamps": [], "compressionRatioThreshold": 2.4, "concurrentWorkerCount": 4, "detectLanguage": false, "firstTokenLogProbThreshold": -1.5, "logProbThreshold": -1, "noSpeechThreshold": 0.6000000000000001, "sampleLength": 224, "skipSpecialTokens": false, "suppressBlank": false, "supressTokens": [], "task": { "transcribe": {} }, "temperature": 0, "temperatureFallbackCount": 5, "temperatureIncrementOnFallback": 0.2, "topK": 5, "usePrefillCache": true, "usePrefillPrompt": true, "verbose": true, "withoutTimestamps": false, "wordTimestamps": false }, "encoderCompute": "CPU and Neural Engine", "isLowPowerMode": "Disabled", "osVersion": "15.0.1" }
{ "audioFile": "61-70968-0057.mp3", "datasetDir": "librispeech-10mins", "datasetRepo": "argmaxinc/whisperkit-test-data", "date": "2024-10-25T08:34:16Z", "device": "Mac14,12", "diff": [ [ "these", null ], [ " ", null ], [ "escapades", null ], [ " ", null ], [ "are", null ], [ " ", null ], [ "not", null ], [ " ", null ], [ "for", null ], [ " ", null ], [ "old", null ], [ " ", null ], [ "gamewell", "-" ], [ "game", "+" ], [ " ", null ], [ "well", "+" ], [ " ", "+" ], [ "lad", null ], [ " ", null ], [ "his", null ], [ " ", null ], [ "day", null ], [ " ", null ], [ "has", null ], [ " ", null ], [ "come", null ], [ " ", null ], [ "to", null ], [ " ", null ], [ "twilight", null ] ], "model": "distil-whisper_distil-large-v3", "prediction": "These escapades are not for old game well lad. His day has come to twilight.", "reference": "these escapades are not for old gamewell lad his day has come to twilight", "timeElapsedInSeconds": 0.923228025436401, "timings": { "audioLoading": 0.0019530057907100001, "audioProcessing": 0.00014305114746000002, "decoderLoadTime": 0.020372986793518, "decoderSpecializationTime": 0, "decodingFallback": 0, "decodingFiltering": 0.00015640258789, "decodingInit": 0.003206014633178, "decodingKvCaching": 0.009669899940490001, "decodingLoop": 0.9070889949798581, "decodingNonPrediction": 0.065401196479797, "decodingPredictions": 0.17352581024169902, "decodingSampling": 0.011882781982421, "decodingWindowing": 0.00007390975952148439, "decodingWordTimestamps": 0, "encoderLoadTime": 0.092249989509582, "encoderSpecializationTime": 0, "encoding": 0.65736711025238, "firstTokenTime": 751538057.296995, "fullPipeline": 0.9103599786758421, "inputAudioSeconds": 5.148, "logmels": 0.009851932525634, "modelLoading": 20.301865935325623, "pipelineStart": 751538056.616794, "prefill": 0.000011086463928222651, "prewarmLoadTime": 19.932031989097595, "tokenizerLoadTime": 0.24590396881103502, "totalAudioProcessingRuns": 1, "totalDecodingFallbacks": 0, "totalDecodingLoops": 25, "totalDecodingWindows": 1, "totalEncodingRuns": 1, "totalKVUpdateRuns": 24, "totalLogmelRuns": 1, "totalTimestampAlignmentRuns": 0 }, "wer": 0.148148148148148 }
{ "measurements": [ { "average": 120, "cumulativeTokens": 24, "max": 120, "min": 120, "numberOfMeasurements": 24, "timeElapsed": 0.9128559827804561 } ], "postTranscribeMemory": 117, "preTranscribeMemory": 111, "totalNumberOfMeasurements": 24, "units": "MB" }
{ "measurements": [ { "average": 15.115092, "cumulativeTokens": 24, "max": 26.52901, "min": 1.4658564, "numberOfMeasurements": 24, "timeElapsed": 0.9128559827804561 } ], "totalNumberOfMeasurements": 24, "units": "Tokens/Sec" }
{ "batteryLevel": [ -1 ], "diskSpace": [ { "freeSpaceGB": 43.44834, "totalSpaceGB": 1858.1918 } ], "systemMemory": [ { "appAllocatedGB": 0.10855466, "appUsedGB": 0.30285645, "swapUsedGB": 12922.605, "totalActiveGB": 4.535385, "totalAvailableGB": 4.7814636, "totalUsedGB": 27.218536, "totalWiredGB": 8.235153 } ], "thermalState": [ 0 ], "timeElapsed": [ 0.00012505054473800002 ] }
{ "decoderCompute": "CPU and Neural Engine", "decodingOptions": { "chunkingStrategy": "vad", "clipTimestamps": [], "compressionRatioThreshold": 2.4, "concurrentWorkerCount": 4, "detectLanguage": false, "firstTokenLogProbThreshold": -1.5, "logProbThreshold": -1, "noSpeechThreshold": 0.6000000000000001, "sampleLength": 224, "skipSpecialTokens": false, "suppressBlank": false, "supressTokens": [], "task": { "transcribe": {} }, "temperature": 0, "temperatureFallbackCount": 5, "temperatureIncrementOnFallback": 0.2, "topK": 5, "usePrefillCache": true, "usePrefillPrompt": true, "verbose": true, "withoutTimestamps": false, "wordTimestamps": false }, "encoderCompute": "CPU and Neural Engine", "isLowPowerMode": "Disabled", "osVersion": "15.0.1" }
{ "audioFile": "61-70968-0043.mp3", "datasetDir": "librispeech-10mins", "datasetRepo": "argmaxinc/whisperkit-test-data", "date": "2024-10-25T08:34:17Z", "device": "Mac14,12", "diff": [ [ "friends", null ], [ " ", null ], [ "said", null ], [ " ", null ], [ "montfichet", "-" ], [ "montfiche", "+" ], [ " ", null ], [ "faintly", null ], [ " ", null ], [ "to", null ], [ " ", null ], [ "the", null ], [ " ", null ], [ "wrestlers", null ], [ " ", null ], [ "bear", null ], [ " ", null ], [ "us", null ], [ " ", null ], [ "escort", null ], [ " ", null ], [ "so", null ], [ " ", null ], [ "far", null ], [ " ", null ], [ "as", null ], [ " ", null ], [ "the", null ], [ " ", null ], [ "sheriff", null ], [ " ", null ], [ "is", null ], [ " ", null ], [ "house", null ] ], "model": "distil-whisper_distil-large-v3", "prediction": "friends said montfiche faintly to the wrestlers bear us escort so far as the sheriff's house", "reference": "friends said montfichet faintly to the wrestlers bear us escort so far as the sheriff's house", "timeElapsedInSeconds": 0.9245750904083251, "timings": { "audioLoading": 0.0023989677429190003, "audioProcessing": 0.00010204315185500001, "decoderLoadTime": 0.020372986793518, "decoderSpecializationTime": 0, "decodingFallback": 0, "decodingFiltering": 0.000148892402648, "decodingInit": 0.0033450126647940003, "decodingKvCaching": 0.009999155998229, "decodingLoop": 0.907031059265136, "decodingNonPrediction": 0.065494179725646, "decodingPredictions": 0.176627993583679, "decodingSampling": 0.011777758598327, "decodingWindowing": 0.00008893013000488283, "decodingWordTimestamps": 0, "encoderLoadTime": 0.092249989509582, "encoderSpecializationTime": 0, "encoding": 0.657129049301147, "firstTokenTime": 751538058.21749, "fullPipeline": 0.9104430675506591, "inputAudioSeconds": 6.84, "logmels": 0.006837010383605, "modelLoading": 20.301865935325623, "pipelineStart": 751538057.540484, "prefill": 0.000011086463928222651, "prewarmLoadTime": 19.932031989097595, "tokenizerLoadTime": 0.24590396881103502, "totalAudioProcessingRuns": 1, "totalDecodingFallbacks": 0, "totalDecodingLoops": 26, "totalDecodingWindows": 1, "totalEncodingRuns": 1, "totalKVUpdateRuns": 25, "totalLogmelRuns": 1, "totalTimestampAlignmentRuns": 0 }, "wer": 0.060606060606060004 }
{ "measurements": [ { "average": 118, "cumulativeTokens": 25, "max": 118, "min": 118, "numberOfMeasurements": 25, "timeElapsed": 0.913382053375244 } ], "postTranscribeMemory": 117, "preTranscribeMemory": 117, "totalNumberOfMeasurements": 25, "units": "MB" }
{ "measurements": [ { "average": 15.735287, "cumulativeTokens": 25, "max": 27.615122, "min": 1.4717656, "numberOfMeasurements": 25, "timeElapsed": 0.913382053375244 } ], "totalNumberOfMeasurements": 25, "units": "Tokens/Sec" }
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End of preview.