Model comparison

DeepSeek Coder 1.3B vs Llama 3.1 Nemotron 51b Instruct

Llama 3.1 Nemotron 51b Instruct has enough public results to be ranked (#219); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

34.5

Unranked Sparse

Summary

  • The widest gap is in coding, where Llama 3.1 Nemotron 51b Instruct leads 35.0 to 30.7.

Side by side

DeepSeek Coder 1.3B and Llama 3.1 Nemotron 51b Instruct specifications
DeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
ProviderDeepSeekNVIDIA
Noometry Index34.535.2
Released2023-11-02—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked912

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Category by category

Coding Llama 3.1 Nemotron 51b Instruct leads

DeepSeek Coder 1.3B: 30.7 (#282), Llama 3.1 Nemotron 51b Instruct: 35.0 (#219)

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
BigCodeBench Instruct22.8%—
LMArena Coding—1223
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 22.5 (#177)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Hard Prompts—1204
Epoch Capabilities Index62.18—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 32.0 (#189)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Math—1230
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 31.3 (#213)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Expert—1167
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Multilingual Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 36.3 (#236)

Multilingual benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Non-English—1181
LMArena Chinese—1179
LMArena Russian—1186

Instruction Following Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 63.2 (#228)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Instruction Following—1201

Long Context Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 36.5 (#225)

Long Context benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Longer Query—1205

Writing & Preference Not comparable

DeepSeek Coder 1.3B: —, Llama 3.1 Nemotron 51b Instruct: 43.5 (#224)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.1 Nemotron 51b Instruct
LMArena Text—1228
LMArena Creative Writing—1213
LMArena Multi-Turn—1227

Frequently asked questions

Is DeepSeek Coder 1.3B better than Llama 3.1 Nemotron 51b Instruct?

Llama 3.1 Nemotron 51b Instruct has enough public results to be ranked (#219); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 1.3B or Llama 3.1 Nemotron 51b Instruct better for coding?

Llama 3.1 Nemotron 51b Instruct scores higher on coding benchmarks: 35.0 versus 30.7 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 1.3B and Llama 3.1 Nemotron 51b Instruct share?

0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Llama 3.1 Nemotron 51b Instruct has 12.

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