Update README.md

README.md

@@ -2,7 +2,6 @@
 license: cc-by-3.0
 task_categories:
 - text-generation
-- table-question-answering
 language:
 - en
 tags:
@@ -11,4 +10,57 @@ tags:
 - multimodal
 - spreadsheet
 - workflow
----
+
+configs:
+  - config_name: Finch_Dataset_All
+    data_files:
+    - split: valid
+      path:
+        - Finch_Dataset_valid.jsonl
+    - split: test
+      path:
+        - Finch_Dataset_test.jsonl
+---
+
+# Finch Dataset
+
+This repository contains the dataset for **Finch**, an enterprise-level benchmark for evaluating an agent’s ability to act like a skilled finance & accounting expert on real-world workflows.
+
+* **Paper**: _to be added_
+* **Project Page**: https://huggingface.co/datasets/FinWorkBench/Finch  
+* **Code**: https://github.com/FinWorkBench
+
+---
+
+## Dataset Description
+
+Finch focuses on **composite finance & accounting workflows** that span:
+
+> data entry/import, structuring/formatting, web search, cross-sheet/file retrieval, calculation, financial modeling, validation, translation, visualization, and reporting.
+
+The workflows are derived from **real-world enterprise workspaces**, including:
+
+- Large and messy **spreadsheets** with multimodal artifacts including text, tables, formulas, charts, pivots, images, etc 
+- Linked **PDFs and documents** that provide additional business context  
+
+We adopt a three-step workflow labeling process:
+
+1. **Summarizing workflow types** supported by real collaborative enterprise email threads.  
+2. **Deriving concrete workflow instances** from versioned spreadsheets and related files.  
+3. **Meticulous expert annotation** of instructions and reference outputs.
+
+This process yields **172 enterprise-grade single- and multi-task workflows** with carefully written instructions and aligned input/reference files, capturing the intrinsic **complexity, messiness, and multimodality** of real-world finance & accounting work.
+
+---
+
+## Dataset Structure
+
+The instruction-tuning corpus is released in **JSONL** format and follows the standard **LLaMA Factory Alpaca** schema.  
+Each line is one **workflow-centric example**:
+
+```json
+{
+  "instruction": "Task instruction for a specific finance & accounting workflow (e.g., 'Reconcile the cash balance and explain the variance using the provided spreadsheet tabs.').",
+  "input": _to be added_,
+  "output": _to be added_
+}