Model comparison
Dolly 2.0-12b vs Falcon-7B
Dolly 2.0-12b has enough public results to be ranked (#342); Falcon-7B does not yet, so treat this comparison as directional.
Last verified . 8 shared benchmarks.
Databricks
Technology Innovation InstituteSummary
- They share 8 benchmarks with published results for both.
Side by side
| Dolly 2.0-12b | Falcon-7B | |
|---|---|---|
| Provider | Databricks | Technology Innovation Institute |
| Noometry Index | 25.5 | — |
| Released | 2023-04-11 | 2023-04-24 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 12 |
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Category by category
Coding Not comparable
Dolly 2.0-12b: 23.4 (#332), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| LMArena Coding | 776 | — |
Reasoning Not comparable
Dolly 2.0-12b: 15.3 (#316), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| Epoch Capabilities Index | 89.67 | 95.1 |
| HellaSwag | 70.8% | 78.1% |
| PIQA | 75.4% | 80.3% |
| WinoGrande | 61.8% | 67.2% |
| LMArena Hard Prompts | 804 | — |
| BIG-Bench Hard | — | 28.8% |
| LAMBADA | — | 74.9% |
Math Not comparable
Dolly 2.0-12b: 27.3 (#251), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| LMArena Math | 871 | — |
| GSM8K | — | 6.8% |
Knowledge Not comparable
Dolly 2.0-12b: —, Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | 47.9% |
| BoolQ | 56.3% | 75.3% |
| MMLU | 26.2% | 35% |
| OpenBookQA | 39.2% | 51.6% |
| TriviaQA | — | 64.6% |
Multilingual Not comparable
Dolly 2.0-12b: 17.4 (#296), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| LMArena Non-English | 836 | — |
| LMArena Chinese | 836 | — |
Instruction Following Not comparable
Dolly 2.0-12b: 38.7 (#304), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| LMArena Instruction Following | 814 | — |
Writing & Preference Not comparable
Dolly 2.0-12b: 15.2 (#311), Falcon-7B: —
| Benchmark | Dolly 2.0-12b | Falcon-7B |
|---|---|---|
| LMArena Text | 851 | — |
| LMArena Creative Writing | 864 | — |
| LMArena Multi-Turn | 740 | — |
Frequently asked questions
Is Dolly 2.0-12b better than Falcon-7B?
Dolly 2.0-12b has enough public results to be ranked (#342); Falcon-7B does not yet, so treat this comparison as directional.
How many benchmarks do Dolly 2.0-12b and Falcon-7B share?
8 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Falcon-7B has 12.