Model comparison

Llama 2-7B vs Muse Glimmer

Muse Glimmer is the stronger model overall, scoring 41.7 to 29.1 on the Noometry Index.

Last verified . 12 shared benchmarks.

Llama 2-7B Meta

29.1

Rank #317 Confirmed

Muse Glimmer Meta

41.7

Rank #131 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Llama 2-7B scores higher in 0 categories and Muse Glimmer in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Muse Glimmer leads 57.5 to 28.0.

Side by side

Llama 2-7B and Muse Glimmer specifications
Llama 2-7BMuse Glimmer
ProviderMetaMeta
Noometry Index29.141.7
Released2023-07-182026-08-10
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2915

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Category by category

Coding Muse Glimmer leads

Llama 2-7B: 29.2 (#307), Muse Glimmer: 40.4 (#142)

Coding benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Coding10021416
LMArena WebDev—1355
SciCode—44.9%

Reasoning Muse Glimmer leads

Llama 2-7B: 15.7 (#312), Muse Glimmer: 25.7 (#144)

Reasoning benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Hard Prompts10091396
CritPt—2.6%
Chess Puzzles0%—
BIG-Bench Hard39.2%—
Epoch Capabilities Index99.06—
HellaSwag77.2%—
LAMBADA73.3%—
PIQA78.8%—
WinoGrande69.2%—

Math Muse Glimmer leads

Llama 2-7B: 30.7 (#233), Muse Glimmer: 38.8 (#125)

Math benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Math10421417
GSM8K16.7%—

Knowledge Muse Glimmer leads

Llama 2-7B: 28.2 (#248), Muse Glimmer: 38.5 (#143)

Knowledge benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Expert10361386
ARC (AI2) Challenge45.9%—
BoolQ77.9%—
MMLU45.8%—
OpenBookQA58.6%—
TriviaQA73.7%—

Multimodal Not comparable

Llama 2-7B: —, Muse Glimmer: —

Multimodal benchmarks
BenchmarkLlama 2-7BMuse Glimmer
ScienceQA43.1%—

Multilingual Muse Glimmer leads

Llama 2-7B: 23.8 (#293), Muse Glimmer: 50.5 (#122)

Multilingual benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Non-English9731384
LMArena Chinese9731412
LMArena Russian9951390
LMArena French970—
LMArena German978—
LMArena Spanish1007—

Instruction Following Muse Glimmer leads

Llama 2-7B: 50.8 (#298), Muse Glimmer: 72.6 (#135)

Instruction Following benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Instruction Following10061375

Long Context Muse Glimmer leads

Llama 2-7B: 30.4 (#287), Muse Glimmer: 42.1 (#129)

Long Context benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Longer Query9991382

Writing & Preference Muse Glimmer leads

Llama 2-7B: 28.0 (#298), Muse Glimmer: 57.5 (#126)

Writing & Preference benchmarks
BenchmarkLlama 2-7BMuse Glimmer
LMArena Text10531389
LMArena Creative Writing10331339
LMArena Multi-Turn10291399

Frequently asked questions

Is Llama 2-7B better than Muse Glimmer?

Muse Glimmer is the stronger model overall, scoring 41.7 to 29.1 on the Noometry Index.

Is Llama 2-7B or Muse Glimmer better for coding?

Muse Glimmer scores higher on coding benchmarks: 40.4 versus 29.2 in the Noometry coding category.

How many benchmarks do Llama 2-7B and Muse Glimmer share?

12 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and Muse Glimmer has 15.

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