Model comparison

Dolly 2.0-12b vs Falcon 2 11B

Dolly 2.0-12b has enough public results to be ranked (#342); Falcon 2 11B does not yet, so treat this comparison as directional.

Last verified . 4 shared benchmarks.

Summary

  • They share 4 benchmarks with published results for both.

Side by side

Dolly 2.0-12b and Falcon 2 11B specifications
Dolly 2.0-12bFalcon 2 11B
ProviderDatabricksTechnology Innovation Institute
Noometry Index25.5—
Released2023-04-112024-05-09
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked175

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Category by category

Coding Not comparable

Dolly 2.0-12b: 23.4 (#332), Falcon 2 11B: —

Coding benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
LMArena Coding776—

Reasoning Not comparable

Dolly 2.0-12b: 15.3 (#316), Falcon 2 11B: —

Reasoning benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
Epoch Capabilities Index89.67109.56
HellaSwag70.8%82.9%
WinoGrande61.8%78.3%
LMArena Hard Prompts804—
PIQA75.4%—

Math Not comparable

Dolly 2.0-12b: 27.3 (#251), Falcon 2 11B: —

Math benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
LMArena Math871—
GSM8K—53.8%

Knowledge Not comparable

Dolly 2.0-12b: —, Falcon 2 11B: —

Knowledge benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
MMLU26.2%58.4%
ARC (AI2) Challenge39.6%—
BoolQ56.3%—
OpenBookQA39.2%—

Multilingual Not comparable

Dolly 2.0-12b: 17.4 (#296), Falcon 2 11B: —

Multilingual benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
LMArena Non-English836—
LMArena Chinese836—

Instruction Following Not comparable

Dolly 2.0-12b: 38.7 (#304), Falcon 2 11B: —

Instruction Following benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
LMArena Instruction Following814—

Writing & Preference Not comparable

Dolly 2.0-12b: 15.2 (#311), Falcon 2 11B: —

Writing & Preference benchmarks
BenchmarkDolly 2.0-12bFalcon 2 11B
LMArena Text851—
LMArena Creative Writing864—
LMArena Multi-Turn740—

Frequently asked questions

Is Dolly 2.0-12b better than Falcon 2 11B?

Dolly 2.0-12b has enough public results to be ranked (#342); Falcon 2 11B does not yet, so treat this comparison as directional.

How many benchmarks do Dolly 2.0-12b and Falcon 2 11B share?

4 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Falcon 2 11B has 5.

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