Model comparison
Codellama 34b Instruct vs Phi 3 Mini 4k Instruct
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 27.9 on the Noometry Index.
Last verified . 12 shared benchmarks.
Meta
MicrosoftSummary
- They share 12 benchmarks with published results for both. Codellama 34b Instruct scores higher in 5 categories and Phi 3 Mini 4k Instruct in 2 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Codellama 34b Instruct leads 19.6 to 14.1.
Side by side
| Codellama 34b Instruct | Phi 3 Mini 4k Instruct | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 30.8 | 27.9 |
| Released | — | 2024-04-23 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 35 |
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Category by category
Coding Codellama 34b Instruct leads
Codellama 34b Instruct: 28.5 (#314), Phi 3 Mini 4k Instruct: 26.6 (#323)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Coding | 1046 | 1093 |
| HumanEval+ | 43.9% | 59.1% |
| MBPP+ | 56.3% | 54.2% |
| BigCodeBench Instruct | 29% | — |
| LiveBench Coding | — | 15.5% |
| BigCodeBench Complete | 37.1% | — |
Reasoning Codellama 34b Instruct leads
Codellama 34b Instruct: 19.6 (#255), Phi 3 Mini 4k Instruct: 14.1 (#328)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1072 |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | — | 26.8% |
| LiveBench Data Analysis | — | 34.7% |
| Adversarial NLI | — | 52.8% |
| BIG-Bench Hard | — | 71.7% |
| HellaSwag | — | 76.7% |
| LiveBench | — | 22.4% |
| WinoGrande | — | 70.8% |
Math Codellama 34b Instruct leads
Codellama 34b Instruct: 31.0 (#230), Phi 3 Mini 4k Instruct: 26.6 (#257)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Math | 1056 | 1111 |
| LiveBench Math | — | 15.7% |
Knowledge Not comparable
Codellama 34b Instruct: —, Phi 3 Mini 4k Instruct: 28.5 (#246)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Expert | — | 1045 |
| ARC (AI2) Challenge | — | 84.9% |
| MMLU | — | 68.8% |
| OpenBookQA | — | 88% |
| TriviaQA | — | 64% |
Multilingual Too close to call
Codellama 34b Instruct: 25.8 (#284), Phi 3 Mini 4k Instruct: 26.3 (#280)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Non-English | 1011 | 1021 |
| LMArena Chinese | 976 | 1021 |
| LMArena French | — | 1076 |
| LMArena German | — | 1044 |
| LMArena Japanese | — | 935 |
| LMArena Korean | — | 905 |
| LMArena Russian | — | 1022 |
| LMArena Spanish | — | 1085 |
Instruction Following Codellama 34b Instruct leads
Codellama 34b Instruct: 52.2 (#291), Phi 3 Mini 4k Instruct: 47.7 (#303)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1028 | 1053 |
| LiveBench Instruction Following | — | 39.1% |
Long Context Too close to call
Codellama 34b Instruct: 30.9 (#284), Phi 3 Mini 4k Instruct: 31.7 (#276)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1013 | 1044 |
Writing & Preference Too close to call
Codellama 34b Instruct: 28.2 (#297), Phi 3 Mini 4k Instruct: 27.6 (#300)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Text | 1066 | 1073 |
| LMArena Creative Writing | 1032 | 1037 |
| LMArena Multi-Turn | 1015 | 1018 |
| LiveBench Language | — | 9.2% |
Frequently asked questions
Is Codellama 34b Instruct better than Phi 3 Mini 4k Instruct?
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 27.9 on the Noometry Index.
Is Codellama 34b Instruct or Phi 3 Mini 4k Instruct better for coding?
Codellama 34b Instruct scores higher on coding benchmarks: 28.5 versus 26.6 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Phi 3 Mini 4k Instruct share?
12 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.