Benchmark Almanac

BitNet b1.58 2B4T

BitNet b1.58 2B4T.

Microsoft Released April 15th, 2025 Family BitNet The lab's model card Compare with others
16
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Microsoft Apr 2025

BitNet b1.58 2B4T

Open weights Small

95.9 #396 of 404
Self-Reported Index, from the lab's own numbers. No Epoch Capabilities Index score yet.
  • IFEval 53.5% #133 /135
  • MMLU 53.2% #124 /131
  • MATH-500 43.4% #67 /70

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
BoolQ 80.2% #16 of 28 Lab model card
WinoGrande 71.9% #37 of 47 Lab model card
CommonSenseQA 71.6% #15 of 19 Lab model card
TruthfulQA 45.3% #24 of 30 Lab model card
ARC-Challenge 49.9% #44 of 49 Lab model card
ARC-Easy 74.8% #21 of 23 Lab model card
PIQA 77.1% #35 of 37 Lab model card
MMLU 53.2% #124 of 131 Lab model card
HellaSwag 68.4% #51 of 53 Lab model card
IFEval 53.5% #133 of 135 Lab model card
TriviaQA 33.6% #40 of 40 Lab model card
OpenBookQA 41.6% #24 of 24 Lab model card
MT-Bench 5.85 #23 of 23 Lab model card

Math and science

BenchmarkScoreRankSource
GSM8K 58.4% #82 of 92 Lab model card
MATH-500 43.4% #67 of 70 Lab model card

Coding

BenchmarkScoreRankSource
HumanEval+ 38.4% #27 of 27 Lab model card

Its lab's numbers put it at 95.9, number 396 of 404

The Self-Reported Index fits one score to the 15 capability results Microsoft reported for this model, on the scale of the Epoch Capabilities Index. Labs choose which benchmarks to show and how to run them, so read it as the lab's claim, not an independent measurement. The 90% interval runs from 92.7 to 99.1. How we compute it.

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.

Its system card

Every result in the longer documents the lab published with it.