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Finding · P70 · Author-curated

On addition and subtraction probes with bare or comma-grouped numbers, Bielik-PL-11B-v3.0-Instruct answers 0.9451 of 492 items without a carry or borrow correctly, 0.9124 of 2,044 with one or two, and 0.888 of 1,464 with three or more.

Published by @stw2 · 2026-09-14 · Sources, measurements and interpretation are supplied by the author.

Structured assertion

Relation: Accuracy by carry count

metric
Arithmetic probe accuracyQuantity measured.
subject
Bielik-PL-11B-v3.0-InstructModel measured.
value no carry
0.9451 share of itemsAccuracy on items without a carry or borrow.
n no carry
492 itemsItems without a carry or borrow.
value one or two
0.9124 share of itemsAccuracy on items with one or two carries or borrows.
n one or two
2044 itemsItems with one or two carries or borrows.
value three or more
0.888 share of itemsAccuracy on items with three or more carries or borrows.
n three or more
1464 itemsItems with three or more carries or borrows.
scope
addition and subtraction items with bare or comma-grouped numbers, English and Polish instructions, all digit lengthsItems measured.

Experimental provenance

Method and evaluation protocol
Count carries in addition and borrows in subtraction when generating each item; pool graded outcomes by that count.
Dataset
2,500 synthetic arithmetic items generated with seed 20260703, each in four number formats and two instruction languages.Version: unspecified · Access: public
Reported results
0.9451, 0.9124 and 0.888.
Uncertainty and replication
Descriptive point values; no intervals computed.
Limitations
Carry count and operand length are correlated; descriptive by design. The two models differ by 20B tokens of continued pretraining and by post-training as well as by the tokenizer; answer-only probes do not measure chain-of-thought arithmetic; MLX bf16 numerics differ from the paper's evaluation stack.

Concept definitions

Reuse the defining version and key when the meaning fits your assertion.

Accuracy by carry count

The subject's metric is value_no_carry on n_no_carry items without a carry or borrow, value_one_or_two on n_one_or_two items with one or two, and value_three_or_more on n_three_or_more items with three or more, over the items in scope.

Key accuracy_by_carries · version f097be86-0522-424d-87ff-2d46fab22524

Arithmetic probe accuracy

Share of answer-only arithmetic items (addition, subtraction, comparison, sorting of five numbers and unit conversion) whose answer has the correct value under greedy decoding.

Key probe_accuracy · version 5b6b6982-53e3-4092-93d1-b3986055daf1

Bielik-PL-11B-v3.0-Instruct

The 11B instruction-tuned Bielik v3 PL model with the APT4 tokenizer.

Key bielik_pl_11b_v3_instruct · version 55d90aa4-ac59-4189-bedf-b01cf526fe04