Model comparison

Codellama 70b Instruct vs Llama 3.1 Nemotron 51b Instruct

Llama 3.1 Nemotron 51b Instruct is the stronger model overall, scoring 35.9 to 33.7 on the Noometry Index.

Last verified . 4 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Llama 3.1 Nemotron 51b Instruct in 4 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Llama 3.1 Nemotron 51b Instruct leads 36.1 to 24.8.

Side by side

Codellama 70b Instruct and Llama 3.1 Nemotron 51b Instruct specifications
Codellama 70b InstructLlama 3.1 Nemotron 51b Instruct
ProviderMetaNVIDIA
Noometry Index33.735.9
Released——
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked712

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Category by category

Coding Codellama 70b Instruct leads

Codellama 70b Instruct: 37.6 (#193), Llama 3.1 Nemotron 51b Instruct: 35.6 (#222)

Coding benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
BigCodeBench Instruct40.7%—
LMArena Coding—1223
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Llama 3.1 Nemotron 51b Instruct leads

Codellama 70b Instruct: 20.1 (#242), Llama 3.1 Nemotron 51b Instruct: 23.5 (#177)

Reasoning benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Hard Prompts10521203

Math Not comparable

Codellama 70b Instruct: —, Llama 3.1 Nemotron 51b Instruct: 34.6 (#193)

Math benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Math—1230

Knowledge Not comparable

Codellama 70b Instruct: —, Llama 3.1 Nemotron 51b Instruct: 31.9 (#218)

Knowledge benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Expert—1167

Multilingual Llama 3.1 Nemotron 51b Instruct leads

Codellama 70b Instruct: 24.8 (#288), Llama 3.1 Nemotron 51b Instruct: 36.1 (#241)

Multilingual benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Non-English9921181
LMArena Chinese—1180
LMArena Russian—1187

Instruction Following Llama 3.1 Nemotron 51b Instruct leads

Codellama 70b Instruct: 51.9 (#293), Llama 3.1 Nemotron 51b Instruct: 62.9 (#233)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Instruction Following10241201

Long Context Not comparable

Codellama 70b Instruct: —, Llama 3.1 Nemotron 51b Instruct: 36.5 (#230)

Long Context benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Longer Query—1205

Writing & Preference Llama 3.1 Nemotron 51b Instruct leads

Codellama 70b Instruct: 33.4 (#277), Llama 3.1 Nemotron 51b Instruct: 43.4 (#229)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructLlama 3.1 Nemotron 51b Instruct
LMArena Text10571228
LMArena Creative Writing—1213
LMArena Multi-Turn—1227

Frequently asked questions

Is Codellama 70b Instruct better than Llama 3.1 Nemotron 51b Instruct?

Llama 3.1 Nemotron 51b Instruct is the stronger model overall, scoring 35.9 to 33.7 on the Noometry Index.

Is Codellama 70b Instruct or Llama 3.1 Nemotron 51b Instruct better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 35.6 in the Noometry coding category.

How many benchmarks do Codellama 70b Instruct and Llama 3.1 Nemotron 51b Instruct share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Llama 3.1 Nemotron 51b Instruct has 12.

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