Model comparison
Dolly 2.0-12b vs Phi-1.5
Dolly 2.0-12b has enough public results to be ranked (#342); Phi-1.5 does not yet, so treat this comparison as directional.
Last verified . 7 shared benchmarks.
Databricks
MicrosoftSummary
- They share 7 benchmarks with published results for both.
Side by side
| Dolly 2.0-12b | Phi-1.5 | |
|---|---|---|
| Provider | Databricks | Microsoft |
| Noometry Index | 25.5 | — |
| Released | 2023-04-11 | 2023-09-11 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 7 |
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Category by category
Coding Not comparable
Dolly 2.0-12b: 23.4 (#332), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| LMArena Coding | 776 | — |
Reasoning Not comparable
Dolly 2.0-12b: 15.3 (#316), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| Epoch Capabilities Index | 89.67 | 91.53 |
| HellaSwag | 70.8% | 47.6% |
| WinoGrande | 61.8% | 73.4% |
| LMArena Hard Prompts | 804 | — |
| PIQA | 75.4% | — |
Math Not comparable
Dolly 2.0-12b: 27.3 (#251), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| LMArena Math | 871 | — |
Knowledge Not comparable
Dolly 2.0-12b: —, Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | 44.4% |
| BoolQ | 56.3% | 75.8% |
| MMLU | 26.2% | 37.6% |
| OpenBookQA | 39.2% | 37.2% |
Multilingual Not comparable
Dolly 2.0-12b: 17.4 (#296), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| LMArena Non-English | 836 | — |
| LMArena Chinese | 836 | — |
Instruction Following Not comparable
Dolly 2.0-12b: 38.7 (#304), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| LMArena Instruction Following | 814 | — |
Writing & Preference Not comparable
Dolly 2.0-12b: 15.2 (#311), Phi-1.5: —
| Benchmark | Dolly 2.0-12b | Phi-1.5 |
|---|---|---|
| LMArena Text | 851 | — |
| LMArena Creative Writing | 864 | — |
| LMArena Multi-Turn | 740 | — |
Frequently asked questions
Is Dolly 2.0-12b better than Phi-1.5?
Dolly 2.0-12b has enough public results to be ranked (#342); Phi-1.5 does not yet, so treat this comparison as directional.
How many benchmarks do Dolly 2.0-12b and Phi-1.5 share?
7 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Phi-1.5 has 7.