Model comparison

Codellama 34b Instruct vs Yi-Lightning

Yi-Lightning is the stronger model overall, scoring 36.5 to 30.2 on the Noometry Index.

Last verified . 10 shared benchmarks.

Codellama 34b Instruct Meta

30.2

Rank #285 Confirmed

Yi-Lightning 01.AI

36.5

Rank #206 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Codellama 34b Instruct scores higher in 1 category and Yi-Lightning in 6 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Yi-Lightning leads 50.4 to 28.4.
  • Codellama 34b Instruct has downloadable open weights; the other is API-only.

Side by side

Codellama 34b Instruct and Yi-Lightning specifications
Codellama 34b InstructYi-Lightning
ProviderMeta01.AI
Noometry Index30.236.5
Released—2024-12-02
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1418

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Category by category

Coding Too close to call

Codellama 34b Instruct: 28.0 (#310), Yi-Lightning: 27.0 (#315)

Coding benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Coding10461313
Aider Polyglot—12.9%
BigCodeBench Instruct29%—
BigCodeBench Complete37.1%—
HumanEval+43.9%—
MBPP+56.3%—

Reasoning Yi-Lightning leads

Codellama 34b Instruct: 18.8 (#250), Yi-Lightning: 24.9 (#137)

Reasoning benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Hard Prompts10321302

Math Yi-Lightning leads

Codellama 34b Instruct: 28.5 (#227), Yi-Lightning: 33.5 (#173)

Math benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Math10561300

Knowledge Not comparable

Codellama 34b Instruct: —, Yi-Lightning: 34.8 (#182)

Knowledge benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Expert—1286

Multilingual Yi-Lightning leads

Codellama 34b Instruct: 25.9 (#279), Yi-Lightning: 42.4 (#191)

Multilingual benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Non-English10111269
LMArena Chinese9761320
LMArena French—1304
LMArena German—1267
LMArena Japanese—1228
LMArena Korean—1192
LMArena Russian—1255
LMArena Spanish—1315

Instruction Following Yi-Lightning leads

Codellama 34b Instruct: 52.4 (#286), Yi-Lightning: 67.6 (#191)

Instruction Following benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Instruction Following10281278

Long Context Yi-Lightning leads

Codellama 34b Instruct: 30.8 (#279), Yi-Lightning: 39.4 (#176)

Long Context benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Longer Query10141297

Writing & Preference Yi-Lightning leads

Codellama 34b Instruct: 28.4 (#292), Yi-Lightning: 50.4 (#178)

Writing & Preference benchmarks
BenchmarkCodellama 34b InstructYi-Lightning
LMArena Text10661302
LMArena Creative Writing10321280
LMArena Multi-Turn10151311

Frequently asked questions

Is Codellama 34b Instruct better than Yi-Lightning?

Yi-Lightning is the stronger model overall, scoring 36.5 to 30.2 on the Noometry Index.

Is Codellama 34b Instruct or Yi-Lightning better for coding?

They score almost the same on coding (28.0 vs 27.0); test both on your own repository before choosing.

How many benchmarks do Codellama 34b Instruct and Yi-Lightning share?

10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Yi-Lightning has 18.

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