Model comparison
Codellama 70b Instruct vs Yi-34B
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 27.8 on the Noometry Index.
Last verified . 4 shared benchmarks.
MetaSummary
- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Yi-34B in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in coding, where Codellama 70b Instruct leads 37.6 to 32.3.
Side by side
| Codellama 70b Instruct | Yi-34B | |
|---|---|---|
| Provider | Meta | 01.AI |
| Noometry Index | 33.7 | 27.8 |
| Released | — | 2023-11-02 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 23 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Yi-34B: 32.3 (#274)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1112 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |
Reasoning Yi-34B leads
Codellama 70b Instruct: 20.1 (#242), Yi-34B: 21.2 (#226)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1104 |
| BIG-Bench Hard | — | 71.7% |
| Epoch Capabilities Index | — | 117.39 |
Math Not comparable
Codellama 70b Instruct: —, Yi-34B: 21.6 (#282)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Math | — | 1114 |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |
Knowledge Not comparable
Codellama 70b Instruct: —, Yi-34B: 7.5 (#309)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| GPQA Diamond | — | 14.7% |
| LMArena Expert | — | 1061 |
| MMLU | — | 76.3% |
Multilingual Yi-34B leads
Codellama 70b Instruct: 24.8 (#288), Yi-34B: 29.7 (#264)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Non-English | 992 | 1079 |
| LMArena Chinese | — | 1176 |
| LMArena French | — | 1081 |
| LMArena German | — | 1042 |
| LMArena Japanese | — | 993 |
| LMArena Korean | — | 959 |
| LMArena Russian | — | 1050 |
| LMArena Spanish | — | 1070 |
Instruction Following Yi-34B leads
Codellama 70b Instruct: 51.9 (#293), Yi-34B: 56.2 (#274)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 1024 | 1091 |
Long Context Not comparable
Codellama 70b Instruct: —, Yi-34B: 33.2 (#264)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Longer Query | — | 1094 |
Writing & Preference Too close to call
Codellama 70b Instruct: 33.4 (#277), Yi-34B: 34.1 (#273)
| Benchmark | Codellama 70b Instruct | Yi-34B |
|---|---|---|
| LMArena Text | 1057 | 1129 |
| LMArena Creative Writing | — | 1108 |
| LMArena Multi-Turn | — | 1113 |
Frequently asked questions
Is Codellama 70b Instruct better than Yi-34B?
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 27.8 on the Noometry Index.
Is Codellama 70b Instruct or Yi-34B better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 32.3 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Yi-34B share?
4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Yi-34B has 23.