Hugging Face's logo

Datasets:
ml-system-design
/
ml-design-doc-reviewer-data

Tasks:
Text Generation
Modalities:
Image
Tabular
Text
Formats:
json
Languages:
English
Size:
< 1K
Tags:
ml-system-design
evaluation
design-documents
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1

You need to agree to share your contact information to access this dataset

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this dataset content.

ml-system-design/ml-design-doc-reviewer-data (v1.0.0)

Evaluation artifacts for the ML Design Doc Reviewer project.

Layout

Path Description
manifest/sample_manifest.csv Stratified 100-case sample manifest
manifest/error_topology.csv Controlled error taxonomy for flawed docs
raw/ Raw markdown exports, metadata sidecars, OCR image blocks
raw/images/ Downloaded article images
normalized/ Canonical 14-section ML design documents
flawed/ Normalized docs with injected errors + injection_log.csv
source/evidently_ai_cases/ Optional upstream Evidently AI catalog CSV

Download 

uv run prepare-data download-dataset

Or with the Hugging Face CLI:

huggingface-cli download ml-system-design/ml-design-doc-reviewer-data --repo-type dataset --revision v1.0.0 --local-dir ./data
Downloads last month
6
Total file size:
108 MB