Model comparison
Dolly 2.0-12b vs Gemma 2B
Gemma 2B is the stronger model overall, scoring 29.1 to 24.9 on the Noometry Index.
Last verified . 16 shared benchmarks.
Databricks
GoogleSummary
- They share 16 benchmarks with published results for both. Dolly 2.0-12b scores higher in 0 categories and Gemma 2B in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Gemma 2B leads 48.8 to 38.9.
Side by side
| Dolly 2.0-12b | Gemma 2B | |
|---|---|---|
| Provider | Databricks | |
| Noometry Index | 24.9 | 29.1 |
| Released | 2023-04-11 | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 23 |
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Category by category
Coding Gemma 2B leads
Dolly 2.0-12b: 23.0 (#327), Gemma 2B: 28.9 (#300)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Coding | 776 | 1010 |
| HumanEval+ | — | 20.7% |
| MBPP+ | — | 34.1% |
Reasoning Gemma 2B leads
Dolly 2.0-12b: 14.6 (#315), Gemma 2B: 17.9 (#275)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Hard Prompts | 804 | 989 |
| Epoch Capabilities Index | 88.94 | 93.57 |
| HellaSwag | 70.8% | 71.4% |
| PIQA | 75.4% | 77.3% |
| WinoGrande | 61.8% | 65.4% |
| BIG-Bench Hard | — | 35.2% |
Math Gemma 2B leads
Dolly 2.0-12b: 25.0 (#250), Gemma 2B: 27.6 (#237)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Math | 871 | 1009 |
| GSM8K | — | 17.7% |
Knowledge Not comparable
Dolly 2.0-12b: —, Gemma 2B: —
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | 42.1% |
| BoolQ | 56.3% | 69.4% |
| MMLU | 26.2% | 42.3% |
| OpenBookQA | 39.2% | — |
| TriviaQA | — | 53.2% |
Multilingual Gemma 2B leads
Dolly 2.0-12b: 17.4 (#291), Gemma 2B: 23.1 (#289)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Non-English | 836 | 958 |
| LMArena Chinese | 836 | 986 |
| LMArena Russian | — | 937 |
Instruction Following Gemma 2B leads
Dolly 2.0-12b: 38.9 (#299), Gemma 2B: 48.8 (#297)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Instruction Following | 814 | 971 |
Long Context Not comparable
Dolly 2.0-12b: —, Gemma 2B: 29.9 (#286)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Longer Query | — | 981 |
Writing & Preference Gemma 2B leads
Dolly 2.0-12b: 15.3 (#306), Gemma 2B: 24.1 (#303)
| Benchmark | Dolly 2.0-12b | Gemma 2B |
|---|---|---|
| LMArena Text | 851 | 1002 |
| LMArena Creative Writing | 864 | 986 |
| LMArena Multi-Turn | 740 | 945 |
Frequently asked questions
Is Dolly 2.0-12b better than Gemma 2B?
Gemma 2B is the stronger model overall, scoring 29.1 to 24.9 on the Noometry Index.
Is Dolly 2.0-12b or Gemma 2B better for coding?
Gemma 2B scores higher on coding benchmarks: 28.9 versus 23.0 in the Noometry coding category.
How many benchmarks do Dolly 2.0-12b and Gemma 2B share?
16 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Gemma 2B has 23.