Model comparison

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

Codellama 70b Instruct and Tulu 3 (Tülu 3) 70B score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.

Last verified . 4 shared benchmarks.

Summary

  • They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Tulu 3 (Tülu 3) 70B in 4 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Tulu 3 (Tülu 3) 70B leads 39.9 to 24.8.

Side by side

Codellama 70b Instruct and Tulu 3 (Tülu 3) 70B specifications
Codellama 70b InstructTulu 3 (Tülu 3) 70B
ProviderMetaAllen Institute for AI (Ai2)
Noometry Index33.733.0
Released—2024-11-21
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked714

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Category by category

Coding Codellama 70b Instruct leads

Codellama 70b Instruct: 37.6 (#193), Tulu 3 (Tülu 3) 70B: 36.0 (#214)

Coding benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
BigCodeBench Instruct40.7%—
LMArena Coding—1235
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Tulu 3 (Tülu 3) 70B leads

Codellama 70b Instruct: 20.1 (#242), Tulu 3 (Tülu 3) 70B: 23.9 (#169)

Reasoning benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
LMArena Hard Prompts10521220

Math Not comparable

Codellama 70b Instruct: —, Tulu 3 (Tülu 3) 70B: 14.2 (#303)

Math benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
OTIS Mock AIME 2024-2025—4.4%
LMArena Math—1242
MATH Level 5—42.7%

Knowledge Not comparable

Codellama 70b Instruct: —, Tulu 3 (Tülu 3) 70B: 25.0 (#264)

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

Multilingual Tulu 3 (Tülu 3) 70B leads

Codellama 70b Instruct: 24.8 (#288), Tulu 3 (Tülu 3) 70B: 39.9 (#222)

Multilingual benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
LMArena Non-English9921236
LMArena Chinese—1249
LMArena Russian—1246

Instruction Following Tulu 3 (Tülu 3) 70B leads

Codellama 70b Instruct: 51.9 (#293), Tulu 3 (Tülu 3) 70B: 64.8 (#227)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
LMArena Instruction Following10241233

Long Context Not comparable

Codellama 70b Instruct: —, Tulu 3 (Tülu 3) 70B: 37.1 (#222)

Long Context benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
LMArena Longer Query—1224

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

Codellama 70b Instruct: 33.4 (#277), Tulu 3 (Tülu 3) 70B: 45.6 (#223)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructTulu 3 (Tülu 3) 70B
LMArena Text10571256
LMArena Creative Writing—1231
LMArena Multi-Turn—1252

Frequently asked questions

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

Codellama 70b Instruct and Tulu 3 (Tülu 3) 70B score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.

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

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 36.0 in the Noometry coding category.

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

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Tulu 3 (Tülu 3) 70B has 14.

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