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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 12 new columns ({'asked_by', 'target_memory_ids', 'is_repeated', 'question_id', 'perturbation_details', 'repeat_index', 'task_family', 'expected_answer_language', 'question_language', 'expected_answer', 'question_text', 'perturbation_type'}) and 9 missing columns ({'languages', 'has_cross_lingual', 'task_families', 'has_updates', 'description', 'has_images', 'has_contradictions', 'num_memories', 'num_questions'}).
This happened while the json dataset builder was generating data using
hf://datasets/CatXG/carememx-benchmark-v0/carememx_perturbed_v0.json (at revision 900dac6c4fdea99072809a8a3532ad7771547f1b), [/tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json)], ['hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
episode_id: string
memories: list<item: struct<memory_id: string, category: string, content_text: string, content_language: strin (... 147 chars omitted)
child 0, item: struct<memory_id: string, category: string, content_text: string, content_language: string, image_pa (... 135 chars omitted)
child 0, memory_id: string
child 1, category: string
child 2, content_text: string
child 3, content_language: string
child 4, image_path: null
child 5, image_description: string
child 6, timestamp_relative: int64
child 7, stored_by: string
child 8, supersedes: string
child 9, metadata: extension<arrow.json>
question_id: string
question_text: string
question_language: string
task_family: string
target_memory_ids: list<item: string>
child 0, item: string
expected_answer: string
expected_answer_language: string
perturbation_type: string
perturbation_details: string
is_repeated: bool
repeat_index: int64
asked_by: string
metadata: struct<>
questions: null
-- schema metadata --
huggingface: '{"info": {"features": {"episode_id": {"dtype": "string", "_' + 1371
to
{'episode_id': Value('string'), 'description': Value('string'), 'memories': List({'memory_id': Value('string'), 'category': Value('string'), 'content_text': Value('string'), 'content_language': Value('string'), 'image_path': Value('null'), 'image_description': Value('string'), 'timestamp_relative': Value('int64'), 'stored_by': Value('string'), 'supersedes': Value('string'), 'metadata': Json(decode=True)}), 'questions': List({'question_id': Value('string'), 'question_text': Value('string'), 'question_language': Value('string'), 'task_family': Value('string'), 'target_memory_ids': List(Value('string')), 'expected_answer': Value('string'), 'expected_answer_language': Value('string'), 'perturbation_type': Value('string'), 'perturbation_details': Value('null'), 'is_repeated': Value('bool'), 'repeat_index': Value('int64'), 'asked_by': Value('string'), 'metadata': Json(decode=True)}), 'languages': List(Value('string')), 'task_families': List(Value('string')), 'has_updates': Value('bool'), 'has_contradictions': Value('bool'), 'has_images': Value('bool'), 'has_cross_lingual': Value('bool'), 'num_memories': Value('int64'), 'num_questions': Value('int64'), 'metadata': {'generator_version': Value('string'), 'seed': Value('int64')}}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 12 new columns ({'asked_by', 'target_memory_ids', 'is_repeated', 'question_id', 'perturbation_details', 'repeat_index', 'task_family', 'expected_answer_language', 'question_language', 'expected_answer', 'question_text', 'perturbation_type'}) and 9 missing columns ({'languages', 'has_cross_lingual', 'task_families', 'has_updates', 'description', 'has_images', 'has_contradictions', 'num_memories', 'num_questions'}).
This happened while the json dataset builder was generating data using
hf://datasets/CatXG/carememx-benchmark-v0/carememx_perturbed_v0.json (at revision 900dac6c4fdea99072809a8a3532ad7771547f1b), [/tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json), /tmp/hf-datasets-cache/medium/datasets/80075892487356-config-parquet-and-info-CatXG-carememx-benchmark--7cb64edb/hub/datasets--CatXG--carememx-benchmark-v0/snapshots/900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json (origin=hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json)], ['hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_episodes_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_perturbed_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/carememx_questions_v0.json', 'hf://datasets/CatXG/carememx-benchmark-v0@900dac6c4fdea99072809a8a3532ad7771547f1b/generation_summary.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
episode_id string | description string | memories list | questions list | languages list | task_families list | has_updates bool | has_contradictions bool | has_images bool | has_cross_lingual bool | num_memories int64 | num_questions int64 | metadata dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ep_0000_811758 | Memory episode 0 with 10 items | [
{
"memory_id": "ep_0000_811758_m00",
"category": "schedule_reminder",
"content_text": "Doctor appointment on Monday at 3 PM.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata"... | [
{
"question_id": "ep_0000_811758_q00",
"question_text": "Is {person} allergic to anything?",
"question_language": "en",
"task_family": "recall",
"target_memory_ids": [
"ep_0000_811758_m01"
],
"expected_answer": "Yes, Amma is allergic to dust.",
"expected_answer_language": "en",... | [
"en",
"hinglish"
] | [
"noisy_capture",
"recall",
"update"
] | true | false | true | false | 10 | 7 | {
"generator_version": "v1",
"seed": 0
} |
ep_0001_125bc2 | Memory episode 1 with 7 items | [
{
"memory_id": "ep_0001_125bc2_m00",
"category": "medicine_package",
"content_text": "dinner ke baad Iron tablet leni hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metad... | [
{
"question_id": "ep_0001_125bc2_q00",
"question_text": "{meal} ke baad kaun si medicine leni hai?",
"question_language": "hinglish",
"task_family": "disambiguation",
"target_memory_ids": [
"ep_0001_125bc2_m00"
],
"expected_answer": "dinner ke baad Iron tablet leni hai.",
"expe... | [
"en",
"hinglish"
] | [
"noisy_capture",
"disambiguation",
"cross_lingual"
] | false | false | true | true | 7 | 7 | {
"generator_version": "v1",
"seed": 1
} |
ep_0002_2ca6a9 | Memory episode 2 with 9 items | [
{
"memory_id": "ep_0002_2ca6a9_m00",
"category": "person_relation",
"content_text": "Dad को morning walks पसंद है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
}... | [
{
"question_id": "ep_0002_2ca6a9_q00",
"question_text": "डॉक्टर की अपॉइंटमेंट कब है?",
"question_language": "hi",
"task_family": "update",
"target_memory_ids": [
"ep_0002_2ca6a9_m02"
],
"expected_answer": "डॉक्टर की अपॉइंटमेंट Saturday को 11 AM बजे है।",
"expected_answer_langua... | [
"en",
"hi"
] | [
"caregiver_handoff",
"update"
] | false | false | true | false | 9 | 5 | {
"generator_version": "v1",
"seed": 2
} |
ep_0003_0deb6f | Memory episode 3 with 9 items | [
{
"memory_id": "ep_0003_0deb6f_m00",
"category": "person_relation",
"content_text": "Uncle Raj ko cotton sarees pasand hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"meta... | [
{
"question_id": "ep_0003_0deb6f_q00",
"question_text": "Doctor ki appointment kab hai?",
"question_language": "hinglish",
"task_family": "repeated_question",
"target_memory_ids": [
"ep_0003_0deb6f_m01"
],
"expected_answer": "Doctor ki appointment Saturday ko 4 PM baje hai.",
"... | [
"en",
"hinglish",
"hi"
] | [
"repeated_question",
"disambiguation"
] | false | false | true | false | 9 | 7 | {
"generator_version": "v1",
"seed": 3
} |
ep_0004_52bc9c | Memory episode 4 with 5 items | [
{
"memory_id": "ep_0004_52bc9c_m00",
"category": "schedule_reminder",
"content_text": "Doctor appointment on Friday at 10 AM.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"met... | [
{
"question_id": "ep_0004_52bc9c_q00",
"question_text": "When is the doctor appointment?",
"question_language": "en",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0004_52bc9c_m00"
],
"expected_answer": "The doctor appointment is on Friday at 10 AM.",
"expected... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"update"
] | false | false | true | false | 5 | 3 | {
"generator_version": "v1",
"seed": 4
} |
ep_0005_657b5f | Memory episode 5 with 6 items | [
{
"memory_id": "ep_0005_657b5f_m00",
"category": "medicine_package",
"content_text": "BP medicine — two tablets daily.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"... | [
{
"question_id": "ep_0005_657b5f_q00",
"question_text": "What is the dosage for {med}?",
"question_language": "hi",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0005_657b5f_m00"
],
"expected_answer": "The dosage for BP medicine is two tablets daily.",
"expected_an... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty",
"cross_lingual"
] | false | false | true | true | 6 | 3 | {
"generator_version": "v1",
"seed": 5
} |
ep_0006_c6c2e2 | Memory episode 6 with 8 items | [
{
"memory_id": "ep_0006_c6c2e2_m00",
"category": "medicine_package",
"content_text": "breakfast ke baad Vitamin D leni hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"meta... | [
{
"question_id": "ep_0006_c6c2e2_q00",
"question_text": "{meal} के बाद कौन सी दवाई लेनी है?",
"question_language": "hi",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0006_c6c2e2_m01"
],
"expected_answer": "breakfast के बाद Iron tablet लेनी है।",
"expected_answer_lan... | [
"hinglish",
"hi"
] | [
"noisy_capture",
"uncertainty",
"recall"
] | false | false | true | false | 8 | 4 | {
"generator_version": "v1",
"seed": 6
} |
ep_0007_04a478 | Memory episode 7 with 8 items | [
{
"memory_id": "ep_0007_04a478_m00",
"category": "person_relation",
"content_text": "Amma is allergic to pollen.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0007_04a478_q00",
"question_text": "{person} को क्या पसंद है?",
"question_language": "hinglish",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0007_04a478_m02"
],
"expected_answer": "Didi को classical music पसंद है।",
"expected_answer_language"... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty",
"cross_lingual",
"repeated_question"
] | false | false | true | true | 8 | 8 | {
"generator_version": "v1",
"seed": 7
} |
ep_0008_5e8a11 | Memory episode 8 with 12 items | [
{
"memory_id": "ep_0008_5e8a11_m00",
"category": "object_location",
"content_text": "I kept my medicine box in the fridge top.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadat... | [
{
"question_id": "ep_0008_5e8a11_q00",
"question_text": "Where is my {obj}?",
"question_language": "en",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0008_5e8a11_m00"
],
"expected_answer": "Your medicine box is in the fridge top.",
"expected_answer_language": ... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"noisy_capture",
"recall"
] | false | false | true | false | 12 | 9 | {
"generator_version": "v1",
"seed": 8
} |
ep_0009_341c7d | Memory episode 9 with 10 items | [
{
"memory_id": "ep_0009_341c7d_m00",
"category": "medicine_package",
"content_text": "dinner के बाद Crocin लेनी है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0009_341c7d_q00",
"question_text": "{meal} के बाद कौन सी दवाई लेनी है?",
"question_language": "hi",
"task_family": "update",
"target_memory_ids": [
"ep_0009_341c7d_m00"
],
"expected_answer": "dinner के बाद Crocin लेनी है।",
"expected_answer_language": "hi",... | [
"en",
"hinglish",
"hi"
] | [
"disambiguation",
"update"
] | true | false | true | false | 10 | 5 | {
"generator_version": "v1",
"seed": 9
} |
ep_0010_d79fde | Memory episode 10 with 5 items | [
{
"memory_id": "ep_0010_d79fde_m00",
"category": "person_relation",
"content_text": "Bhai is allergic to pollen.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
},
... | [
{
"question_id": "ep_0010_d79fde_q00",
"question_text": "डॉक्टर की अपॉइंटमेंट कब है?",
"question_language": "hi",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0010_d79fde_m02"
],
"expected_answer": "डॉक्टर की अपॉइंटमेंट Wednesday को 11 AM बजे है।",
"expected_answer_... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty"
] | false | false | true | false | 5 | 4 | {
"generator_version": "v1",
"seed": 10
} |
ep_0011_bc8123 | Memory episode 11 with 9 items | [
{
"memory_id": "ep_0011_bc8123_m00",
"category": "medicine_package",
"content_text": "dinner के बाद Iron tablet लेनी है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{... | [
{
"question_id": "ep_0011_bc8123_q00",
"question_text": "{meal} के बाद कौन सी दवाई लेनी है?",
"question_language": "hi",
"task_family": "update",
"target_memory_ids": [
"ep_0011_bc8123_m00"
],
"expected_answer": "dinner के बाद Iron tablet लेनी है।",
"expected_answer_language": ... | [
"en",
"hinglish",
"hi"
] | [
"repeated_question",
"uncertainty",
"update"
] | true | false | true | false | 9 | 7 | {
"generator_version": "v1",
"seed": 11
} |
ep_0012_0758e8 | Memory episode 12 with 8 items | [
{
"memory_id": "ep_0012_0758e8_m00",
"category": "medicine_package",
"content_text": "dinner के बाद Iron tablet लेनी है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{... | [
{
"question_id": "ep_0012_0758e8_q00",
"question_text": "{meal} के बाद कौन सी दवाई लेनी है?",
"question_language": "hi",
"task_family": "recall",
"target_memory_ids": [
"ep_0012_0758e8_m00"
],
"expected_answer": "dinner के बाद Iron tablet लेनी है।",
"expected_answer_language": ... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty",
"disambiguation",
"recall"
] | false | false | false | false | 8 | 6 | {
"generator_version": "v1",
"seed": 12
} |
ep_0013_040e04 | Memory episode 13 with 7 items | [
{
"memory_id": "ep_0013_040e04_m00",
"category": "person_relation",
"content_text": "Amma को tea without sugar पसंद है।",
"content_language": "hi",
"image_path": null,
"image_description": "Photo of person relation",
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes"... | [
{
"question_id": "ep_0013_040e04_q00",
"question_text": "{person} को क्या पसंद है?",
"question_language": "hi",
"task_family": "disambiguation",
"target_memory_ids": [
"ep_0013_040e04_m00"
],
"expected_answer": "Amma को tea without sugar पसंद है।",
"expected_answer_language": "... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty",
"disambiguation",
"update"
] | true | false | true | false | 7 | 5 | {
"generator_version": "v1",
"seed": 13
} |
ep_0014_d1c83a | Memory episode 14 with 12 items | [
{
"memory_id": "ep_0014_d1c83a_m00",
"category": "medicine_package",
"content_text": "lunch ke baad Iron tablet leni hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"m... | [
{
"question_id": "ep_0014_d1c83a_q00",
"question_text": "{meal} ke baad kaun si medicine leni hai?",
"question_language": "hinglish",
"task_family": "repeated_question",
"target_memory_ids": [
"ep_0014_d1c83a_m00"
],
"expected_answer": "lunch ke baad Iron tablet leni hai.",
"ex... | [
"en",
"hinglish",
"hi"
] | [
"repeated_question",
"cross_lingual",
"uncertainty"
] | false | false | true | true | 12 | 10 | {
"generator_version": "v1",
"seed": 14
} |
ep_0015_158af4 | Memory episode 15 with 6 items | [
{
"memory_id": "ep_0015_158af4_m00",
"category": "person_relation",
"content_text": "Mom ko classical music pasand hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata... | [
{
"question_id": "ep_0015_158af4_q00",
"question_text": "Meri {obj} kahan rakhi?",
"question_language": "hinglish",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0015_158af4_m03"
],
"expected_answer": "Aapne watch shoe rack pe rakhi.",
"expected_answer_language... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff"
] | false | false | true | false | 6 | 3 | {
"generator_version": "v1",
"seed": 15
} |
ep_0016_07b4fd | Memory episode 16 with 11 items | [
{
"memory_id": "ep_0016_07b4fd_m00",
"category": "person_relation",
"content_text": "Amma likes tea without sugar.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
}... | [
{
"question_id": "ep_0016_07b4fd_q00",
"question_text": "What does {person} like?",
"question_language": "hi",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0016_07b4fd_m00"
],
"expected_answer": "Amma likes tea without sugar.",
"expected_answer_language": "en",
... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"noisy_capture",
"cross_lingual"
] | false | false | true | true | 11 | 6 | {
"generator_version": "v1",
"seed": 16
} |
ep_0017_836db5 | Memory episode 17 with 5 items | [
{
"memory_id": "ep_0017_836db5_m00",
"category": "object_location",
"content_text": "keys kitchen drawer pe hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": "Photo of object location",
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes":... | [
{
"question_id": "ep_0017_836db5_q00",
"question_text": "Meri {obj} kahan rakhi?",
"question_language": "hinglish",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0017_836db5_m00"
],
"expected_answer": "Aapne keys kitchen drawer pe rakhi.",
"expected_answer_language":... | [
"en",
"hinglish",
"hi"
] | [
"noisy_capture",
"uncertainty"
] | false | false | true | false | 5 | 3 | {
"generator_version": "v1",
"seed": 17
} |
ep_0018_3db319 | Memory episode 18 with 12 items | [
{
"memory_id": "ep_0018_3db319_m00",
"category": "schedule_reminder",
"content_text": "डॉक्टर की अपॉइंटमेंट Saturday को 3 PM बजे है।",
"content_language": "hi",
"image_path": null,
"image_description": "Photo of schedule reminder",
"timestamp_relative": 0,
"stored_by": "caregiver",
... | [
{
"question_id": "ep_0018_3db319_q00",
"question_text": "Doctor ki appointment kab hai?",
"question_language": "hi",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0018_3db319_m01"
],
"expected_answer": "Doctor ki appointment Monday ko 9 AM baje hai.",
"expected_ans... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"repeated_question",
"cross_lingual"
] | false | false | true | true | 12 | 9 | {
"generator_version": "v1",
"seed": 18
} |
ep_0019_5f5760 | Memory episode 19 with 8 items | [
{
"memory_id": "ep_0019_5f5760_m00",
"category": "schedule_reminder",
"content_text": "डॉक्टर की अपॉइंटमेंट Friday को 10 AM बजे है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"me... | [
{
"question_id": "ep_0019_5f5760_q00",
"question_text": "डॉक्टर की अपॉइंटमेंट कब है?",
"question_language": "hi",
"task_family": "noisy_capture",
"target_memory_ids": [
"ep_0019_5f5760_m00"
],
"expected_answer": "डॉक्टर की अपॉइंटमेंट Friday को 10 AM बजे है।",
"expected_answer_l... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"noisy_capture",
"recall"
] | false | false | true | false | 8 | 5 | {
"generator_version": "v1",
"seed": 19
} |
ep_0020_4290a5 | Memory episode 20 with 9 items | [
{
"memory_id": "ep_0020_4290a5_m00",
"category": "person_relation",
"content_text": "Didi को classical music पसंद है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0020_4290a5_q00",
"question_text": "Meri {obj} kahan rakhi?",
"question_language": "hi",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0020_4290a5_m01"
],
"expected_answer": "Aapne charger bedroom shelf pe rakhi.",
"expected_answer_language": "... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"cross_lingual",
"update"
] | false | false | true | true | 9 | 5 | {
"generator_version": "v1",
"seed": 20
} |
ep_0021_203285 | Memory episode 21 with 11 items | [
{
"memory_id": "ep_0021_203285_m00",
"category": "person_relation",
"content_text": "Didi ko spicy food pasand hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"metadat... | [
{
"question_id": "ep_0021_203285_q00",
"question_text": "{person} ko kya pasand hai?",
"question_language": "hinglish",
"task_family": "disambiguation",
"target_memory_ids": [
"ep_0021_203285_m00"
],
"expected_answer": "Didi ko spicy food pasand hai.",
"expected_answer_language... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"repeated_question",
"disambiguation"
] | false | false | true | false | 11 | 7 | {
"generator_version": "v1",
"seed": 21
} |
ep_0022_c76322 | Memory episode 22 with 9 items | [
{
"memory_id": "ep_0022_c76322_m00",
"category": "object_location",
"content_text": "I kept my remote in the balcony shelf.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"metad... | [
{
"question_id": "ep_0022_c76322_q00",
"question_text": "Where is my {obj}?",
"question_language": "en",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0022_c76322_m00"
],
"expected_answer": "Your remote is in the balcony shelf.",
"expected_answer_language": "en",
... | [
"en",
"hinglish",
"hi"
] | [
"uncertainty",
"disambiguation",
"cross_lingual"
] | false | false | true | true | 9 | 3 | {
"generator_version": "v1",
"seed": 22
} |
ep_0023_681c3c | Memory episode 23 with 10 items | [
{
"memory_id": "ep_0023_681c3c_m00",
"category": "object_location",
"content_text": "headphones bedroom shelf पर रखी है।",
"content_language": "hi",
"image_path": null,
"image_description": "Photo of object location",
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": nu... | [
{
"question_id": "ep_0023_681c3c_q00",
"question_text": "Which medicine is after {meal}?",
"question_language": "en",
"task_family": "update",
"target_memory_ids": [
"ep_0023_681c3c_m01"
],
"expected_answer": "You should take Crocin after dinner.",
"expected_answer_language": "... | [
"en",
"hinglish",
"hi"
] | [
"repeated_question",
"update"
] | false | false | true | false | 10 | 7 | {
"generator_version": "v1",
"seed": 23
} |
ep_0024_271685 | Memory episode 24 with 7 items | [
{
"memory_id": "ep_0024_271685_m00",
"category": "schedule_reminder",
"content_text": "Doctor appointment on Thursday at 9 AM.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadat... | [
{
"question_id": "ep_0024_271685_q00",
"question_text": "मैंने {obj} कहाँ रखी?",
"question_language": "en",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0024_271685_m01"
],
"expected_answer": "आपने watch shoe rack पर रखी है।",
"expected_answer_language": "hi",
... | [
"en",
"hinglish",
"hi"
] | [
"cross_lingual",
"recall"
] | false | false | true | true | 7 | 4 | {
"generator_version": "v1",
"seed": 24
} |
ep_0025_237abc | Memory episode 25 with 11 items | [
{
"memory_id": "ep_0025_237abc_m00",
"category": "object_location",
"content_text": "I kept my passport in the hallway cabinet.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metada... | [
{
"question_id": "ep_0025_237abc_q00",
"question_text": "Where did I put the {obj}?",
"question_language": "en",
"task_family": "recall",
"target_memory_ids": [
"ep_0025_237abc_m01"
],
"expected_answer": "You put the headphones on the bedside table.",
"expected_answer_language"... | [
"en",
"hinglish",
"hi"
] | [
"disambiguation",
"recall",
"update"
] | false | false | true | false | 11 | 8 | {
"generator_version": "v1",
"seed": 25
} |
ep_0026_f388bf | Memory episode 26 with 5 items | [
{
"memory_id": "ep_0026_f388bf_m00",
"category": "object_location",
"content_text": "Maine keys kitchen drawer mein rakhi hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"m... | [
{
"question_id": "ep_0026_f388bf_q00",
"question_text": "मैंने {obj} कहाँ रखी?",
"question_language": "hi",
"task_family": "disambiguation",
"target_memory_ids": [
"ep_0026_f388bf_m01"
],
"expected_answer": "आपने glasses fridge top पर रखी है।",
"expected_answer_language": "hi",... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"disambiguation"
] | false | false | true | false | 5 | 2 | {
"generator_version": "v1",
"seed": 26
} |
ep_0027_4ba018 | Memory episode 27 with 8 items | [
{
"memory_id": "ep_0027_4ba018_m00",
"category": "object_location",
"content_text": "umbrella bedside table पर रखी है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "caregiver",
"supersedes": null,
"metadata":... | [
{
"question_id": "ep_0027_4ba018_q00",
"question_text": "What does {person} like?",
"question_language": "en",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0027_4ba018_m04"
],
"expected_answer": "Mom likes classical music.",
"expected_answer_language": "en",
... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff"
] | true | false | true | false | 8 | 1 | {
"generator_version": "v1",
"seed": 27
} |
ep_0028_4f6f1a | Memory episode 28 with 9 items | [
{
"memory_id": "ep_0028_4f6f1a_m00",
"category": "medicine_package",
"content_text": "lunch ke baad Paracetamol leni hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": "Photo of medicine package",
"timestamp_relative": 0,
"stored_by": "user",
"superse... | [
{
"question_id": "ep_0028_4f6f1a_q00",
"question_text": "{meal} ke baad kaun si medicine leni hai?",
"question_language": "hinglish",
"task_family": "noisy_capture",
"target_memory_ids": [
"ep_0028_4f6f1a_m00"
],
"expected_answer": "lunch ke baad Paracetamol leni hai.",
"expect... | [
"en",
"hinglish",
"hi"
] | [
"noisy_capture",
"uncertainty",
"disambiguation"
] | false | false | true | false | 9 | 4 | {
"generator_version": "v1",
"seed": 28
} |
ep_0029_cab5c7 | Memory episode 29 with 7 items | [
{
"memory_id": "ep_0029_cab5c7_m00",
"category": "object_location",
"content_text": "The headphones is on the kitchen drawer.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata... | [
{
"question_id": "ep_0029_cab5c7_q00",
"question_text": "Where did I put the {obj}?",
"question_language": "en",
"task_family": "recall",
"target_memory_ids": [
"ep_0029_cab5c7_m00"
],
"expected_answer": "You put the headphones on the kitchen drawer.",
"expected_answer_language... | [
"en",
"hinglish",
"hi"
] | [
"cross_lingual",
"recall"
] | false | false | true | true | 7 | 4 | {
"generator_version": "v1",
"seed": 29
} |
ep_0030_ca425e | Memory episode 30 with 10 items | [
{
"memory_id": "ep_0030_ca425e_m00",
"category": "medicine_package",
"content_text": "Take BP medicine after dinner.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0030_ca425e_q00",
"question_text": "Which medicine is after {meal}?",
"question_language": "en",
"task_family": "noisy_capture",
"target_memory_ids": [
"ep_0030_ca425e_m00"
],
"expected_answer": "You should take BP medicine after dinner.",
"expected_answer_... | [
"en",
"hinglish",
"hi"
] | [
"noisy_capture",
"repeated_question",
"update"
] | true | false | true | false | 10 | 8 | {
"generator_version": "v1",
"seed": 30
} |
ep_0031_cacbc3 | Memory episode 31 with 12 items | [
{
"memory_id": "ep_0031_cacbc3_m00",
"category": "person_relation",
"content_text": "Dad ko cotton sarees pasand hai.",
"content_language": "hinglish",
"image_path": null,
"image_description": "Photo of person relation",
"timestamp_relative": 0,
"stored_by": "user",
"supersedes":... | [
{
"question_id": "ep_0031_cacbc3_q00",
"question_text": "{obj} kahan hai?",
"question_language": "hinglish",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0031_cacbc3_m01"
],
"expected_answer": "Aapki medicine box shoe rack mein hai.",
"expected_answer_language... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"uncertainty",
"disambiguation"
] | false | false | true | false | 12 | 5 | {
"generator_version": "v1",
"seed": 31
} |
ep_0032_97587f | Memory episode 32 with 5 items | [
{
"memory_id": "ep_0032_97587f_m00",
"category": "schedule_reminder",
"content_text": "Bhai's birthday is on June 22.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0032_97587f_q00",
"question_text": "When is {person}'s birthday?",
"question_language": "en",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0032_97587f_m00"
],
"expected_answer": "Bhai's birthday is on June 22.",
"expected_answer_language": "en",... | [
"en",
"hinglish",
"hi"
] | [
"noisy_capture",
"uncertainty",
"update"
] | false | false | true | false | 5 | 5 | {
"generator_version": "v1",
"seed": 32
} |
ep_0033_067df8 | Memory episode 33 with 5 items | [
{
"memory_id": "ep_0033_067df8_m00",
"category": "person_relation",
"content_text": "Didi को cotton sarees पसंद है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metadata": "{}"
... | [
{
"question_id": "ep_0033_067df8_q00",
"question_text": "Meri {obj} kahan rakhi?",
"question_language": "hinglish",
"task_family": "caregiver_handoff",
"target_memory_ids": [
"ep_0033_067df8_m01"
],
"expected_answer": "Aapne medicine box living room table pe rakhi.",
"expected_... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"recall"
] | false | false | true | false | 5 | 5 | {
"generator_version": "v1",
"seed": 33
} |
ep_0034_1cb22e | Memory episode 34 with 11 items | [
{
"memory_id": "ep_0034_1cb22e_m00",
"category": "object_location",
"content_text": "मैंने अपनी headphones balcony shelf में रखी है।",
"content_language": "hi",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"m... | [
{
"question_id": "ep_0034_1cb22e_q00",
"question_text": "मेरी {obj} कहाँ है?",
"question_language": "hi",
"task_family": "recall",
"target_memory_ids": [
"ep_0034_1cb22e_m00"
],
"expected_answer": "आपकी headphones balcony shelf में है।",
"expected_answer_language": "hi",
"p... | [
"en",
"hinglish",
"hi"
] | [
"repeated_question",
"disambiguation",
"recall"
] | false | false | true | false | 11 | 11 | {
"generator_version": "v1",
"seed": 34
} |
ep_0035_106706 | Memory episode 35 with 9 items | [
{
"memory_id": "ep_0035_106706_m00",
"category": "medicine_package",
"content_text": "Take Crocin after lunch.",
"content_language": "en",
"image_path": null,
"image_description": "Photo of medicine package",
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"... | [
{
"question_id": "ep_0035_106706_q00",
"question_text": "Which medicine is after {meal}?",
"question_language": "en",
"task_family": "uncertainty",
"target_memory_ids": [
"ep_0035_106706_m00"
],
"expected_answer": "You should take Crocin after lunch.",
"expected_answer_language... | [
"en",
"hinglish",
"hi"
] | [
"caregiver_handoff",
"uncertainty",
"cross_lingual"
] | false | false | true | true | 9 | 5 | {
"generator_version": "v1",
"seed": 35
} |
ep_0036_d1d250 | Memory episode 36 with 11 items | [
{
"memory_id": "ep_0036_d1d250_m00",
"category": "object_location",
"content_text": "I kept my watch in the wardrobe top shelf.",
"content_language": "en",
"image_path": null,
"image_description": null,
"timestamp_relative": 0,
"stored_by": "user",
"supersedes": null,
"metada... | [
{
"question_id": "ep_0036_d1d250_q00",
"question_text": "{person} ko kya pasand hai?",
"question_language": "en",
"task_family": "cross_lingual",
"target_memory_ids": [
"ep_0036_d1d250_m01"
],
"expected_answer": "Bhai ko morning walks pasand hai.",
"expected_answer_language": "... | [
"en",
"hinglish",
"hi"
] | [
"noisy_capture",
"uncertainty",
"cross_lingual"
] | false | false | true | true | 11 | 6 | {
"generator_version": "v1",
"seed": 36
} |
End of preview.
CareMem-X Benchmark v0
Multilingual Multimodal Memory Recall Benchmark for evaluating Gemma 4 as a memory assistant.
Overview
- Episodes: 200 synthetic memory episodes
- Total memories: 1745 items
- Total questions: 1187 recall questions
- Languages: English, Hindi, Hinglish
- Task families: recall, update, disambiguation, cross-lingual, repeated-question, noisy-capture, caregiver-handoff, uncertainty
Schema
Each episode contains:
memories: list of stored memory itemsquestions: list of recall questions with expected answerstask_families: which benchmark tasks are coveredlanguages: which languages appear
Usage
from datasets import load_dataset
ds = load_dataset("CatXG/carememx-benchmark-v0", split="train")
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