Dataset Viewer
Auto-converted to Parquet Duplicate
doc_id
stringlengths
11
11
language
stringclasses
2 values
messages
listlengths
3
3
doc_en_0658
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0993
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0174
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0367
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0865
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0068
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0832
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0873
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0364
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0161
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0145
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0298
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0007
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0108
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0843
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0052
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0012
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0247
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0361
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0434
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0501
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0301
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0901
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0613
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0236
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0688
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0475
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_1003
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0976
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0806
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0632
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0782
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0709
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0988
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0345
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0043
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0205
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0591
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0081
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0784
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0826
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0037
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0809
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_1005
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0914
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0595
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0342
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0370
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0964
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0534
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0910
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0490
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0799
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0495
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0682
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0447
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0042
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0383
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0037
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0834
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0378
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0050
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0283
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0752
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0141
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0742
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0183
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0382
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0016
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0026
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0422
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0310
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0931
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0433
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0076
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0135
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0017
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0817
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0634
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_hi_0094
Hindi
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0755
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0413
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0626
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0505
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0816
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0043
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0656
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0775
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0685
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0832
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0770
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
doc_en_0527
English
[ { "role": "system", "content": "You are an expert enterprise document extraction assistant. Your task is to extract structured invoice data from the provided document text and output a strictly valid JSON object matching the requested schema. Return ONLY the raw JSON object without markdown formatting, code...
End of preview. Expand in Data Studio

MindMap Enterprise Invoice Extraction & Fine-Tuning Dataset

Production-grade benchmark and fine-tuning dataset built from 1,007 enterprise PDF invoices for extracting structured JSON metadata matching strict target Pydantic schemas.

Dataset Structure & Splits

  • train (1,074 examples): 80% training split containing English and Hindi Devanagari invoice document pairs.
  • validation (134 examples): 10% validation split.
  • test_golden (135 examples): 10% held-out test split for automated F1 and schema validity scoring.
  • catastrophic_forgetting_benchmark (5 examples): General capability benchmark suite (Math, Coding, Reasoning).

Target Schema Specifications

{
  "invoice_number": "string",
  "vendor_name": "string",
  "invoice_date": "YYYY-MM-DD",
  "line_items": [
    {
      "description": "string",
      "quantity": "number",
      "unit_price": "number"
    }
  ],
  "subtotal": "number",
  "tax_amount": "number",
  "total_amount": "number",
  "currency": "string (ISO 4217)"
}

Quick Usage with Hugging Face Datasets

from datasets import load_dataset

ds = load_dataset("Msduck/invoice_dataset")
print(ds)
print(ds["train"][0])
Downloads last month
20