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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: int64
question: string
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'messages': List({'role': Value('string'), 'content': Value('string')})}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: int64
question: string
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'messages': List({'role': Value('string'), 'content': Value('string')})}
because column names don't match
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1879, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
messages list |
|---|
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
[
{
"role": "system",
"content": "You are a warm, friendly, and natural Pashto Conversational AI. \nYour goal is to chat with users in fluent, everyday Pashto (پښتو) as if \nyou are a native friend or companion. \n\nGuidelines:\n- Always respond in a natural, conversational tone using everyday vocabulary.\n- ... |
End of preview.
Pashto Reasoning Plus 🧠➕
پښتو استدلال +
د مور او ښځو روغتیا ډاټا سیټ په پښتو او دري ژبو کې، د Chain-of-Thought (CoT) reasoning سره.
📖 په اړه | About
دا ډاټا سیټ د مور او ښځو روغتیا په اړه د پوښتنو او ځوابونو یو ټولګه ده چې په پښتو (ps) او دري (fa) ژبو کې چمتو شوې ده.
دا سیټ د reasoning models لپاره ډیزاین شوی دی چې د
<think>...</think> ټګ په کارولو سره د AI د فکر کولو بهیر ښیي.
📁 د فایلونو جوړښت | Files
pashto-reasoning-plus/
├── README.md
└── data/
├── qa_reasoning.jsonl # ساده پوښتنې-ځوابونه
└── chat_reasoning.jsonl # خبرې اترې + <think> استدلال
| فایل | بڼه | د کارولو هدف |
|---|---|---|
data/qa_reasoning.jsonl |
{id, question} |
د اساسي معلوماتو زده کړه |
data/chat_reasoning.jsonl |
{messages} + <think> |
د reasoning او خبرو اترو روزنه |
🧠 د <think> ټګ | Chain-of-Thought Reasoning
د chat_reasoning.jsonl فایل هر assistant ځواب د <think> ټګ سره پیل کېږي
چې د AI د فکر کولو بهیر ښیي، بیا د اصلي ځواب سره پای ته رسېږي.
جوړښت
<think>
د AI داخلي فکر کول:
- د پوښتنې تحلیل
- د ځواب پلان
- د احتمالي ځوابونو ارزونه
- د غوره ځواب غوره کول
</think>
اصلي ځواب چې کاروونکي ته ښودل کېږي...
د دې بڼې ګټې
- ✅ د DeepSeek-R1 په څېر reasoning models روزنه
- ✅ د QwQ-32B او Qwen3 د thinking mode لپاره
- ✅ د Chain-of-Thought (CoT) زده کړه
- ✅ د AI د پریکړې کولو شفافیت
📋 د ډاټا جوړښت | Data Format
۱. QA فایل (qa_reasoning.jsonl)
هره کرښه یو JSON object دی:
{"id": 0, "question": "🤰❤️ ایا پوهېدلئ چې د امیدوارۍ په دوران کې د مور رحم ته د وینې جریان څومره زیاتېږي؟"}
{"id": 1, "question": "🌸 د امیدوارۍ په لسمه اونۍ کې، نږدې ۵۰ ملیلیتره وینه په هر دقیقه کې رحم ته بهېږي."}
| ساحه | ډول | توضیح |
|---|---|---|
id |
integer | د کرښې ترتیبي شمېره |
question |
string | پوښتنه یا معلوماتي متن |
۲. Chat فایل (chat_reasoning.jsonl)
هره کرښه یو JSON object دی چې messages array لري:
{
"messages": [
{"role": "system", "content": "You are a warm, friendly, and natural Pashto Conversational AI..."},
{"role": "user", "content": "🤰❤️ ایا پوهېدلئ چې..."},
{"role": "assistant", "content": "<think>\n...\n</think>\n\nاصلي ځواب..."}
]
}
| رول | توضیح |
|---|---|
system |
د AI شخصیت او لارښوونې |
user |
د کاروونکي پوښتنه |
assistant |
د AI ځواب د <think> ټګ سره |
🚀 کارول | Usage
د datasets کتابتون سره
from datasets import load_dataset
# QA فایل
qa = load_dataset(
"nassimjp/pashto-reasoning-plus",
data_files="data/qa_reasoning.jsonl"
)
print(qa["train"][0])
# Chat فایل
chat = load_dataset(
"nassimjp/pashto-reasoning-plus",
data_files="data/chat_reasoning.jsonl"
)
print(chat["train"][0]["messages"])
د <think> او اصلي ځواب جلا کول
import re
def extract_reasoning_and_answer(content: str):
pattern = r"<think>(.*?)</think>\s*(.*)"
match = re.search(pattern, content, re.DOTALL)
if match:
reasoning = match.group(1).strip()
answer = match.group(2).strip()
return reasoning, answer
return None, content
# مثال
content = chat["train"][0]["messages"][2]["content"]
reasoning, answer = extract_reasoning_and_answer(content)
print("🧠 Reasoning:", reasoning[:100])
print("💬 Answer:", answer[:100])
د کاروونکي لپاره یوازې اصلي ځواب ښودل
reasoning, answer = extract_reasoning_and_answer(assistant_content)
print(answer) # یوازې اصلي ځواب، نه د <think> منځپانګه
🎯 د کارولو هدف | Use Cases
- 🤖 د طبي LLM روزنه (fine-tuning)
- 💬 د پښتو او دري ژبو لپاره د روغتیا مرستیال
- 🧠 د Chain-of-Thought reasoning زده کړه
- 👩⚕️ د مور او ماشوم روغتیا پوښتنو ځوابونه
- 📚 د طبي زده کړې مرستیال
🌍 ژبې | Languages
| ژبه | کد | توضیح |
|---|---|---|
| پښتو | ps |
اصلي ژبه |
| دري/فارسي | fa |
دوهمه ژبه |
⚠️ Disclaimer
دا ډاټا سیټ یوازې د زده کړې او څېړنې لپاره دی.
- ❌ دا د طبي مشورې بدیل نه دی
- ❌ د تشخیص یا درملنې لپاره یې مه کاروئ
- ✅ د طبي پریکړو لپاره باید د متخصص ډاکټر سره مشوره وشي
📜 لایسنس | License
Apache 2.0
🙏 مننه | Acknowledgments
- د ټولو هغو کسانو مننه چې دا ډاټا سیټ یې چمتو کړ
- د Hugging Face ټولنې ته مننه
- د پښتو او دري ژبو ټولنو ته ځانګړې مننه
📞 اړیکه | Contact
- Hugging Face: @nassimjp
- Dataset: nassimjp/pashto-reasoning-plus
🌸 د مور او ماشوم روغتیا لپاره 🌸
Made with ❤️ for Pashto & Dari communities
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