MBPP

Category

Code

Provider

Google Research

Type

dataset

Level

unknown

Topic

Local AI / LLM Engineering / RAG

Track

Local AI / LLM Engineering / RAG

Section

Open data

Format

Dataset / benchmark

Status

publishable

Commercial

candidate

Featured

no

Fast start

no

Sequence

nan

Priority

B

Primary source

mega_open_hub

Sources

mega_open_hub

ID

47a467dcdc1853c7

OpenAI GSM8K

OpenAI

Widely used grade-school math reasoning benchmark for evaluation and small-scale instruction data work.

MIT OpenCourseWare

MIT

Excellent lecture notes, exams, and videos across advanced technical topics.

UCI Machine Learning Repository

UCI

Classic and modern ML datasets that are ideal for education, benchmarking, and tabular experiments.

OpenML Docs

OpenML

Open ecosystem for datasets, tasks, models, and runs that helps standardize ML benchmarking.

Hugging Face Datasets

Hugging Face

Massive public dataset hub spanning NLP, code, vision, audio, robotics, and benchmarks.

FineWeb2

Hugging Face

Best multilingual extension of FineWeb pipeline; very broad language coverage.

FineWeb

Hugging Face

Huge cleaned English web corpus; best raw breadth for LLM pretraining.

Cosmopedia

Hugging Face

Synthetic textbook/blog/WikiHow-style corpus that helps tutor-like explanations.

Common Pile v0.1

Hugging Face

Best legally cleaner starting corpus: 8 TB of public-domain and openly licensed text spanning books, papers, code, encyclopedias, educational materials, and transcripts.

xP3

Hugging Face

Crosslingual prompt pool across many languages and tasks.

Vision-Flan

Hugging Face

Good open visual instruction tuning layer after base vision-language pretraining.

UltraChat

Hugging Face

Good synthetic multi-turn chat augmentation.