Model comparison

DeepSeek Coder 1.3B vs Nemotron 4 340b Instruct

Nemotron 4 340b Instruct has enough public results to be ranked (#223); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

35.0

Unranked Sparse

Nemotron 4 340b Instruct NVIDIA

35.9

Rank #223 Confirmed

Summary

  • The widest gap is in coding, where Nemotron 4 340b Instruct leads 35.2 to 31.2.

Side by side

DeepSeek Coder 1.3B and Nemotron 4 340b Instruct specifications
DeepSeek Coder 1.3BNemotron 4 340b Instruct
ProviderDeepSeekNVIDIA
Noometry Index35.035.9
Released2023-11-022024-06-14
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked917

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Category by category

Coding Nemotron 4 340b Instruct leads

DeepSeek Coder 1.3B: 31.2 (#287), Nemotron 4 340b Instruct: 35.2 (#228)

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
BigCodeBench Instruct22.8%—
LMArena Coding—1209
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 23.4 (#178)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Hard Prompts—1202
Epoch Capabilities Index63.6—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 34.3 (#195)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Math—1216
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 32.0 (#216)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Expert—1171
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Multilingual Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 37.9 (#233)

Multilingual benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Non-English—1206
LMArena Chinese—1214
LMArena French—1197
LMArena German—1192
LMArena Japanese—1128
LMArena Korean—1148
LMArena Russian—1219
LMArena Spanish—1195

Instruction Following Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 63.1 (#232)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Instruction Following—1203

Long Context Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 37.1 (#221)

Long Context benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Longer Query—1225

Writing & Preference Not comparable

DeepSeek Coder 1.3B: —, Nemotron 4 340b Instruct: 42.7 (#233)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 1.3BNemotron 4 340b Instruct
LMArena Text—1225
LMArena Creative Writing—1203
LMArena Multi-Turn—1214

Frequently asked questions

Is DeepSeek Coder 1.3B better than Nemotron 4 340b Instruct?

Nemotron 4 340b Instruct has enough public results to be ranked (#223); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 1.3B or Nemotron 4 340b Instruct better for coding?

Nemotron 4 340b Instruct scores higher on coding benchmarks: 35.2 versus 31.2 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 1.3B and Nemotron 4 340b Instruct share?

0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Nemotron 4 340b Instruct has 17.

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