Model comparison
Codellama 70b Instruct vs Phi-2
Codellama 70b Instruct has enough public results to be ranked (#237); Phi-2 does not yet, so treat this comparison as directional.
Last verified . 1 shared benchmarks.
Meta
MicrosoftSummary
- They share 1 benchmark with published results for both.
Side by side
| Codellama 70b Instruct | Phi-2 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 33.7 | — |
| Released | — | 2023-12-12 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 11 |
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Category by category
Coding Not comparable
Codellama 70b Instruct: 37.6 (#193), Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| HumanEval+ | 65.9% | 45.1% |
| BigCodeBench Instruct | 40.7% | — |
| BigCodeBench Complete | 49.6% | — |
| MBPP+ | — | 54.2% |
Reasoning Not comparable
Codellama 70b Instruct: 20.1 (#242), Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| LMArena Hard Prompts | 1052 | — |
| Adversarial NLI | — | 42.5% |
| BIG-Bench Hard | — | 59.4% |
| Epoch Capabilities Index | — | 107.94 |
| HellaSwag | — | 53.6% |
| WinoGrande | — | 54.7% |
Knowledge Not comparable
Codellama 70b Instruct: —, Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| ARC (AI2) Challenge | — | 75.9% |
| MMLU | — | 58.4% |
| OpenBookQA | — | 73.6% |
| TriviaQA | — | 45.2% |
Multilingual Not comparable
Codellama 70b Instruct: 24.8 (#288), Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| LMArena Non-English | 992 | — |
Instruction Following Not comparable
Codellama 70b Instruct: 51.9 (#293), Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| LMArena Instruction Following | 1024 | — |
Writing & Preference Not comparable
Codellama 70b Instruct: 33.4 (#277), Phi-2: —
| Benchmark | Codellama 70b Instruct | Phi-2 |
|---|---|---|
| LMArena Text | 1057 | — |
Frequently asked questions
Is Codellama 70b Instruct better than Phi-2?
Codellama 70b Instruct has enough public results to be ranked (#237); Phi-2 does not yet, so treat this comparison as directional.
How many benchmarks do Codellama 70b Instruct and Phi-2 share?
1 benchmark has published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi-2 has 11.