Model comparison
Dolly 2.0-12b vs Olmo 7b Instruct
Olmo 7b Instruct is the stronger model overall, scoring 30.3 to 25.5 on the Noometry Index.
Last verified . 9 shared benchmarks.
Databricks
Allen Institute for AI (Ai2)Summary
- They share 9 benchmarks with published results for both. Dolly 2.0-12b scores higher in 0 categories and Olmo 7b Instruct in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Olmo 7b Instruct leads 25.8 to 15.2.
Side by side
| Dolly 2.0-12b | Olmo 7b Instruct | |
|---|---|---|
| Provider | Databricks | Allen Institute for AI (Ai2) |
| Noometry Index | 25.5 | 30.3 |
| Released | 2023-04-11 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 10 |
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Category by category
Coding Olmo 7b Instruct leads
Dolly 2.0-12b: 23.4 (#332), Olmo 7b Instruct: 29.6 (#303)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 776 | 1016 |
Reasoning Olmo 7b Instruct leads
Dolly 2.0-12b: 15.3 (#316), Olmo 7b Instruct: 18.8 (#274)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 804 | 993 |
| Epoch Capabilities Index | 89.67 | — |
| HellaSwag | 70.8% | — |
| PIQA | 75.4% | — |
| WinoGrande | 61.8% | — |
Math Olmo 7b Instruct leads
Dolly 2.0-12b: 27.3 (#251), Olmo 7b Instruct: 30.2 (#237)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 871 | 1018 |
Knowledge Not comparable
Dolly 2.0-12b: —, Olmo 7b Instruct: —
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | — |
| BoolQ | 56.3% | — |
| MMLU | 26.2% | — |
| OpenBookQA | 39.2% | — |
Multilingual Olmo 7b Instruct leads
Dolly 2.0-12b: 17.4 (#296), Olmo 7b Instruct: 24.0 (#291)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 836 | 977 |
| LMArena Chinese | 836 | 1014 |
| LMArena Russian | — | 947 |
Instruction Following Olmo 7b Instruct leads
Dolly 2.0-12b: 38.7 (#304), Olmo 7b Instruct: 49.0 (#301)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 814 | 978 |
Writing & Preference Olmo 7b Instruct leads
Dolly 2.0-12b: 15.2 (#311), Olmo 7b Instruct: 25.8 (#303)
| Benchmark | Dolly 2.0-12b | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 851 | 1032 |
| LMArena Creative Writing | 864 | 990 |
| LMArena Multi-Turn | 740 | 1007 |
Frequently asked questions
Is Dolly 2.0-12b better than Olmo 7b Instruct?
Olmo 7b Instruct is the stronger model overall, scoring 30.3 to 25.5 on the Noometry Index.
Is Dolly 2.0-12b or Olmo 7b Instruct better for coding?
Olmo 7b Instruct scores higher on coding benchmarks: 29.6 versus 23.4 in the Noometry coding category.
How many benchmarks do Dolly 2.0-12b and Olmo 7b Instruct share?
9 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Olmo 7b Instruct has 10.