Eval vs train

Korean eval sets vs training rows

GearDel has 286 catalog rows. 47 match the LLM benchmark collection. 63 match the LLM training collection. Those two filters are disjoint: a scoring set is not counted as a training row.

This page does not publish model scores, download totals, or a ranking. License and commercial marks are stored strings. Read the original terms before training or shipping a product.

KLUE
7

slug family

KoBEST
5

slug family

KMMLU
2

slug family

14 rows in those three families. 33 other benchmark rows sit in the same collection (HAE-RAE, CLIcK, and the rest of the catalog filter).

KLUE (7)

Catalog rows whose slug is klue or starts with klue-. How many tasks the original suite has is the size text on each row, not a recount here.

NameLicenseCommercialSourceScale text
KLUE BenchmarkCC BY-SA 4.0Commercial use may be conditionalHugging Face8 · 62.3 MB
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)12K · Small
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)25K sentences · Small
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)11K sentences · Small
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)21K sentences · Medium
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)32K sentences · Small
KLUECC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (KLUE)29K items · Medium

KoBEST (5)

Rows whose slug is kobest or starts with kobest-. An umbrella card and per-task cards can both exist.

NameLicenseCommercialSourceScale text
KoBESTCC BY-SA 4.0Commercial use allowed (catalog)Hugging Face4.8K items · 5.1MB
COPACC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (SKT-brain)1K items · Small
HellaSwagCC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (SKT-brain)2.5K · Small
BoolQCC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (SKT-brain)1.4K items · Small
WiCCC BY-SA 4.0Commercial use allowed (catalog)Hugging Face (SKT-brain)3K items · Small

KMMLU (2)

Only slugs kmmlu and kmmlu-pro. ko-mmlu-pro is a different catalog row.

NameLicenseCommercialSourceScale text
KMMLUCC BY-ND 4.0Commercial use restrictedHugging Face35,030 items · 70.7 MB
KMMLU-ProCC BY-NC 4.0Commercial use allowed (catalog)Hugging Face (LGAI-EXAONE)2,822 items · 12MB

Ko-MMLU-Pro

A separate slug, not merged into the KMMLU family count above. Open the card for the stored license and source.

Ko-MMLU-Pro →

What to open instead of a scoring set

Instruction and corpus rows are in Korean LLM training datasets (63 rows). Filter by task on pick. Two names you already know go on compare.

After a local file exists, convert CSV in the browser on CSV→JSONL, check lines on JSONL, sample fields on JSONL sample, mask PII patterns on PII mask, scan Hangul damage on data quality, open catalog excerpts on try samples, flatten JSONL on JSONL to CSV, cite catalog fields on cite, then split on train/val/test. Compare a local train JSONL to pasted eval prompts on train/eval overlap. Format differences are on SFT formats.

Questions

Can I train on KLUE, KoBEST, or KMMLU test items?

Those families are scoring sets in this catalog. Training on the test items raises a leaderboard number. Use the LLM training collection when you need instruction or corpus rows.

Why does the KLUE family row count differ from “8 tasks”?

This page counts 7 catalog rows whose slug is klue or starts with klue-. The “8 tasks” string, if present, is copied from the host on that row. It is not recounted here.

Is Ko-MMLU-Pro the same as KMMLU-Pro?

No. They are separate catalog slugs. Open each card for license and source text.