Model comparison
Codellama 70b Instruct vs Phi 3 Mini 4k Instruct June 2024
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.3 on the Noometry Index.
Last verified . 4 shared benchmarks.
Meta
MicrosoftSummary
- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and Phi 3 Mini 4k Instruct June 2024 in 3 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in coding, where Codellama 70b Instruct leads 37.6 to 31.8.
Side by side
| Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 33.7 | 31.3 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 15 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1093 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |
Reasoning Too close to call
Codellama 70b Instruct: 20.1 (#242), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1087 |
Math Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | — | 1152 |
Knowledge Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
Multilingual Phi 3 Mini 4k Instruct June 2024 leads
Codellama 70b Instruct: 24.8 (#288), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 992 | 1013 |
| LMArena Chinese | — | 1033 |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
| LMArena Russian | — | 1019 |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Codellama 70b Instruct: 51.9 (#293), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1024 | 1058 |
Long Context Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | — | 1042 |
Writing & Preference Codellama 70b Instruct leads
Codellama 70b Instruct: 33.4 (#277), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1057 | 1080 |
| LMArena Creative Writing | — | 1045 |
| LMArena Multi-Turn | — | 1049 |
Frequently asked questions
Is Codellama 70b Instruct better than Phi 3 Mini 4k Instruct June 2024?
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.3 on the Noometry Index.
Is Codellama 70b Instruct or Phi 3 Mini 4k Instruct June 2024 better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 31.8 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Phi 3 Mini 4k Instruct June 2024 share?
4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.