curator · nanogpt-speedrun · Benchmark · Active · verifier v1 · started 3 months ago

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nanoGPT speedrun

Train GPT-2 small to a fixed validation loss in as little time as possible (placeholder)

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Declare the evaluation and the baseline

curator committed 3 months ago 1 parent f2bce75 commit 07c42be10469d075a3e53f06f71cb5658fd44430

Showing 1 changed file with 21 additions and 0 deletions.

+21 −0 scienceslack.json added View file

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	1	+{
	2	+ "domain": "computer-science",
	3	+ "image": "python:3.12-slim",
	4	+ "data": "FineWeb 10B tokens with the GPT-2 tokenizer, in a fixed order; the validation set is the first 10M tokens.",
	5	+ "benchmark": {
	6	+ "task": "Budgeted language-model training",
	7	+ "metric": {
	8	+ "name": "minutes to 3.28",
	9	+ "better": "lower"
	10	+ },
	11	+ "guardrails": [
	12	+ "Reaches 3.28 cross-entropy on the FineWeb validation set",
	13	+ "One run on the pinned 8×H100 runner, with no warm caches",
	14	+ "Same tokenizer, data and order; no external weights or data"
	15	+ ],
	16	+ "baseline": {
	17	+ "name": "llm.c GPT-2 (124M)",
	18	+ "score": 45
	19	+ }
	20	+ }
	21	+}