Model comparison
Dolly 2.0-12b vs Yi-34B
Yi-34B is the stronger model overall, scoring 27.8 to 25.5 on the Noometry Index.
Last verified . 11 shared benchmarks.
DatabricksSummary
- They share 11 benchmarks with published results for both. Dolly 2.0-12b scores higher in 1 category and Yi-34B in 5 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Yi-34B leads 34.1 to 15.2.
Side by side
| Dolly 2.0-12b | Yi-34B | |
|---|---|---|
| Provider | Databricks | 01.AI |
| Noometry Index | 25.5 | 27.8 |
| Released | 2023-04-11 | 2023-11-02 |
| 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 Yi-34B leads
Dolly 2.0-12b: 23.4 (#332), Yi-34B: 32.3 (#274)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Coding | 776 | 1112 |
Reasoning Yi-34B leads
Dolly 2.0-12b: 15.3 (#316), Yi-34B: 21.2 (#226)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 804 | 1104 |
| Epoch Capabilities Index | 89.67 | 117.39 |
| BIG-Bench Hard | — | 71.7% |
| HellaSwag | 70.8% | — |
| PIQA | 75.4% | — |
| WinoGrande | 61.8% | — |
Math Dolly 2.0-12b leads
Dolly 2.0-12b: 27.3 (#251), Yi-34B: 21.6 (#282)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Math | 871 | 1114 |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |
Knowledge Not comparable
Dolly 2.0-12b: —, Yi-34B: 7.5 (#309)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| MMLU | 26.2% | 76.3% |
| GPQA Diamond | — | 14.7% |
| LMArena Expert | — | 1061 |
| ARC (AI2) Challenge | 39.6% | — |
| BoolQ | 56.3% | — |
| OpenBookQA | 39.2% | — |
Multilingual Yi-34B leads
Dolly 2.0-12b: 17.4 (#296), Yi-34B: 29.7 (#264)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Non-English | 836 | 1079 |
| LMArena Chinese | 836 | 1176 |
| LMArena French | — | 1081 |
| LMArena German | — | 1042 |
| LMArena Japanese | — | 993 |
| LMArena Korean | — | 959 |
| LMArena Russian | — | 1050 |
| LMArena Spanish | — | 1070 |
Instruction Following Yi-34B leads
Dolly 2.0-12b: 38.7 (#304), Yi-34B: 56.2 (#274)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 814 | 1091 |
Long Context Not comparable
Dolly 2.0-12b: —, Yi-34B: 33.2 (#264)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Longer Query | — | 1094 |
Writing & Preference Yi-34B leads
Dolly 2.0-12b: 15.2 (#311), Yi-34B: 34.1 (#273)
| Benchmark | Dolly 2.0-12b | Yi-34B |
|---|---|---|
| LMArena Text | 851 | 1129 |
| LMArena Creative Writing | 864 | 1108 |
| LMArena Multi-Turn | 740 | 1113 |
Frequently asked questions
Is Dolly 2.0-12b better than Yi-34B?
Yi-34B is the stronger model overall, scoring 27.8 to 25.5 on the Noometry Index.
Is Dolly 2.0-12b or Yi-34B better for coding?
Yi-34B scores higher on coding benchmarks: 32.3 versus 23.4 in the Noometry coding category.
How many benchmarks do Dolly 2.0-12b and Yi-34B share?
11 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Yi-34B has 23.