Model comparison
Dolly 2.0-12b vs Qwen-7B
Dolly 2.0-12b has enough public results to be ranked (#339); Qwen-7B does not yet, so treat this comparison as directional.
Last verified . 5 shared benchmarks.
Databricks
Alibaba (Qwen)Summary
- They share 5 benchmarks with published results for both.
Side by side
| Dolly 2.0-12b | Qwen-7B | |
|---|---|---|
| Provider | Databricks | Alibaba (Qwen) |
| Noometry Index | 24.9 | — |
| Released | 2023-04-11 | 2023-09-28 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 8 |
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Category by category
Coding Not comparable
Dolly 2.0-12b: 23.0 (#327), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| LMArena Coding | 776 | — |
Reasoning Not comparable
Dolly 2.0-12b: 14.6 (#315), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| Epoch Capabilities Index | 88.94 | 106.47 |
| PIQA | 75.4% | 77.9% |
| LMArena Hard Prompts | 804 | — |
| BIG-Bench Hard | — | 45% |
| HellaSwag | 70.8% | — |
| LAMBADA | — | 67.9% |
| WinoGrande | 61.8% | — |
Math Not comparable
Dolly 2.0-12b: 25.0 (#250), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| LMArena Math | 871 | — |
| GSM8K | — | 51.7% |
Knowledge Not comparable
Dolly 2.0-12b: —, Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | 75.3% |
| BoolQ | 56.3% | 76.4% |
| MMLU | 26.2% | 45% |
| OpenBookQA | 39.2% | — |
Multilingual Not comparable
Dolly 2.0-12b: 17.4 (#291), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| LMArena Non-English | 836 | — |
| LMArena Chinese | 836 | — |
Instruction Following Not comparable
Dolly 2.0-12b: 38.9 (#299), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| LMArena Instruction Following | 814 | — |
Writing & Preference Not comparable
Dolly 2.0-12b: 15.3 (#306), Qwen-7B: —
| Benchmark | Dolly 2.0-12b | Qwen-7B |
|---|---|---|
| LMArena Text | 851 | — |
| LMArena Creative Writing | 864 | — |
| LMArena Multi-Turn | 740 | — |
Frequently asked questions
Is Dolly 2.0-12b better than Qwen-7B?
Dolly 2.0-12b has enough public results to be ranked (#339); Qwen-7B does not yet, so treat this comparison as directional.
How many benchmarks do Dolly 2.0-12b and Qwen-7B share?
5 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Qwen-7B has 8.