Model comparison
Dolly 2.0-12b vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 25.5 on the Noometry Index.
Last verified . 9 shared benchmarks.
Databricks
MicrosoftSummary
- They share 9 benchmarks with published results for both. Dolly 2.0-12b scores higher in 0 categories and Phi 3 Mini 4k Instruct June 2024 in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Phi 3 Mini 4k Instruct June 2024 leads 54.1 to 38.7.
Side by side
| Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Databricks | Microsoft |
| Noometry Index | 25.5 | 31.3 |
| Released | 2023-04-11 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 23.4 (#332), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 776 | 1093 |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 15.3 (#316), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 804 | 1087 |
| Epoch Capabilities Index | 89.67 | — |
| HellaSwag | 70.8% | — |
| PIQA | 75.4% | — |
| WinoGrande | 61.8% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 27.3 (#251), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 871 | 1152 |
Knowledge Not comparable
Dolly 2.0-12b: —, Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
| ARC (AI2) Challenge | 39.6% | — |
| BoolQ | 56.3% | — |
| MMLU | 26.2% | — |
| OpenBookQA | 39.2% | — |
Multilingual Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 17.4 (#296), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 836 | 1013 |
| LMArena Chinese | 836 | 1033 |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
| LMArena Russian | — | 1019 |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 38.7 (#304), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 814 | 1058 |
Long Context Not comparable
Dolly 2.0-12b: —, Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | — | 1042 |
Writing & Preference Phi 3 Mini 4k Instruct June 2024 leads
Dolly 2.0-12b: 15.2 (#311), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Dolly 2.0-12b | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 851 | 1080 |
| LMArena Creative Writing | 864 | 1045 |
| LMArena Multi-Turn | 740 | 1049 |
Frequently asked questions
Is Dolly 2.0-12b better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 25.5 on the Noometry Index.
Is Dolly 2.0-12b or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 23.4 in the Noometry coding category.
How many benchmarks do Dolly 2.0-12b and Phi 3 Mini 4k Instruct June 2024 share?
9 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.