Model comparison

Codellama 34b Instruct vs Tulu 3 (Tülu 3) 70B

Tulu 3 (Tülu 3) 70B is the stronger model overall, scoring 32.6 to 30.2 on the Noometry Index.

Last verified . 10 shared benchmarks.

Summary

  • They share 10 benchmarks with published results for both. Codellama 34b Instruct scores higher in 1 category and Tulu 3 (Tülu 3) 70B in 6 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Tulu 3 (Tülu 3) 70B leads 45.8 to 28.4.

Side by side

Codellama 34b Instruct and Tulu 3 (Tülu 3) 70B specifications
Codellama 34b InstructTulu 3 (Tülu 3) 70B
ProviderMetaAllen Institute for AI (Ai2)
Noometry Index30.232.6
Released—2024-11-21
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1414

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Category by category

Coding Tulu 3 (Tülu 3) 70B leads

Codellama 34b Instruct: 28.0 (#310), Tulu 3 (Tülu 3) 70B: 35.4 (#211)

Coding benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Coding10461236
BigCodeBench Instruct29%—
BigCodeBench Complete37.1%—
HumanEval+43.9%—
MBPP+56.3%—

Reasoning Tulu 3 (Tülu 3) 70B leads

Codellama 34b Instruct: 18.8 (#250), Tulu 3 (Tülu 3) 70B: 22.9 (#172)

Reasoning benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Hard Prompts10321220

Math Codellama 34b Instruct leads

Codellama 34b Instruct: 28.5 (#227), Tulu 3 (Tülu 3) 70B: 13.3 (#297)

Math benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Math10561242
OTIS Mock AIME 2024-2025—4.4%
MATH Level 5—42.7%

Knowledge Not comparable

Codellama 34b Instruct: —, Tulu 3 (Tülu 3) 70B: 25.1 (#257)

Knowledge benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
GPQA Diamond—46.3%

Multilingual Tulu 3 (Tülu 3) 70B leads

Codellama 34b Instruct: 25.9 (#279), Tulu 3 (Tülu 3) 70B: 40.1 (#217)

Multilingual benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Non-English10111236
LMArena Chinese9761249
LMArena Russian—1246

Instruction Following Tulu 3 (Tülu 3) 70B leads

Codellama 34b Instruct: 52.4 (#286), Tulu 3 (Tülu 3) 70B: 65.0 (#222)

Instruction Following benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Instruction Following10281233

Long Context Tulu 3 (Tülu 3) 70B leads

Codellama 34b Instruct: 30.8 (#279), Tulu 3 (Tülu 3) 70B: 37.1 (#217)

Long Context benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Longer Query10141224

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

Codellama 34b Instruct: 28.4 (#292), Tulu 3 (Tülu 3) 70B: 45.8 (#218)

Writing & Preference benchmarks
BenchmarkCodellama 34b InstructTulu 3 (Tülu 3) 70B
LMArena Text10661256
LMArena Creative Writing10321231
LMArena Multi-Turn10151252

Frequently asked questions

Is Codellama 34b Instruct better than Tulu 3 (Tülu 3) 70B?

Tulu 3 (Tülu 3) 70B is the stronger model overall, scoring 32.6 to 30.2 on the Noometry Index.

Is Codellama 34b Instruct or Tulu 3 (Tülu 3) 70B better for coding?

Tulu 3 (Tülu 3) 70B scores higher on coding benchmarks: 35.4 versus 28.0 in the Noometry coding category.

How many benchmarks do Codellama 34b Instruct and Tulu 3 (Tülu 3) 70B share?

10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Tulu 3 (Tülu 3) 70B has 14.

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