Model comparison

Llama 2-7B vs Tulu 3 (Tülu 3) 70B

Tulu 3 (Tülu 3) 70B is the stronger model overall, scoring 33.0 to 29.1 on the Noometry Index.

Last verified . 11 shared benchmarks.

Llama 2-7B Meta

29.1

Rank #317 Confirmed

Summary

  • They share 11 benchmarks with published results for both. Llama 2-7B scores higher in 2 categories and Tulu 3 (Tülu 3) 70B in 6 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Tulu 3 (Tülu 3) 70B leads 45.6 to 28.0.

Side by side

Llama 2-7B and Tulu 3 (Tülu 3) 70B specifications
Llama 2-7BTulu 3 (Tülu 3) 70B
ProviderMetaAllen Institute for AI (Ai2)
Noometry Index29.133.0
Released2023-07-182024-11-21
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2914

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Category by category

Coding Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 29.2 (#307), Tulu 3 (Tülu 3) 70B: 36.0 (#214)

Coding benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Coding10021235

Reasoning Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 15.7 (#312), Tulu 3 (Tülu 3) 70B: 23.9 (#169)

Reasoning benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Hard Prompts10091220
Chess Puzzles0%—
BIG-Bench Hard39.2%—
Epoch Capabilities Index99.06—
HellaSwag77.2%—
LAMBADA73.3%—
PIQA78.8%—
WinoGrande69.2%—

Math Llama 2-7B leads

Llama 2-7B: 30.7 (#233), Tulu 3 (Tülu 3) 70B: 14.2 (#303)

Math benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Math10421242
OTIS Mock AIME 2024-2025—4.4%
MATH Level 5—42.7%
GSM8K16.7%—

Knowledge Llama 2-7B leads

Llama 2-7B: 28.2 (#248), Tulu 3 (Tülu 3) 70B: 25.0 (#264)

Knowledge benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
GPQA Diamond—46.3%
LMArena Expert1036—
ARC (AI2) Challenge45.9%—
BoolQ77.9%—
MMLU45.8%—
OpenBookQA58.6%—
TriviaQA73.7%—

Multimodal Not comparable

Llama 2-7B: —, Tulu 3 (Tülu 3) 70B: —

Multimodal benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
ScienceQA43.1%—

Multilingual Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 23.8 (#293), Tulu 3 (Tülu 3) 70B: 39.9 (#222)

Multilingual benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Non-English9731236
LMArena Chinese9731249
LMArena Russian9951246
LMArena French970—
LMArena German978—
LMArena Spanish1007—

Instruction Following Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 50.8 (#298), Tulu 3 (Tülu 3) 70B: 64.8 (#227)

Instruction Following benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Instruction Following10061233

Long Context Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 30.4 (#287), Tulu 3 (Tülu 3) 70B: 37.1 (#222)

Long Context benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Longer Query9991224

Writing & Preference Tulu 3 (Tülu 3) 70B leads

Llama 2-7B: 28.0 (#298), Tulu 3 (Tülu 3) 70B: 45.6 (#223)

Writing & Preference benchmarks
BenchmarkLlama 2-7BTulu 3 (Tülu 3) 70B
LMArena Text10531256
LMArena Creative Writing10331231
LMArena Multi-Turn10291252

Frequently asked questions

Is Llama 2-7B better than Tulu 3 (Tülu 3) 70B?

Tulu 3 (Tülu 3) 70B is the stronger model overall, scoring 33.0 to 29.1 on the Noometry Index.

Is Llama 2-7B or Tulu 3 (Tülu 3) 70B better for coding?

Tulu 3 (Tülu 3) 70B scores higher on coding benchmarks: 36.0 versus 29.2 in the Noometry coding category.

How many benchmarks do Llama 2-7B and Tulu 3 (Tülu 3) 70B share?

11 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and Tulu 3 (Tülu 3) 70B has 14.

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