Model comparison
Dolly 2.0-12b vs Falcon-40B
Dolly 2.0-12b has enough public results to be ranked (#339); Falcon-40B 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-40B | |
|---|---|---|
| Provider | Databricks | Technology Innovation Institute |
| Noometry Index | 24.9 | — |
| Released | 2023-04-11 | 2023-03-15 |
| 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: 23.0 (#327), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| LMArena Coding | 776 | — |
Reasoning Not comparable
Dolly 2.0-12b: 14.6 (#315), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| Epoch Capabilities Index | 88.94 | 104.04 |
| HellaSwag | 70.8% | 85.3% |
| PIQA | 75.4% | 83% |
| WinoGrande | 61.8% | 76.9% |
| LMArena Hard Prompts | 804 | — |
| BIG-Bench Hard | — | 37.1% |
| LAMBADA | — | 77.3% |
Math Not comparable
Dolly 2.0-12b: 25.0 (#250), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| LMArena Math | 871 | — |
| GSM8K | — | 33.8% |
Knowledge Not comparable
Dolly 2.0-12b: —, Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| ARC (AI2) Challenge | 39.6% | 61.9% |
| BoolQ | 56.3% | 83.1% |
| MMLU | 26.2% | 56.9% |
| OpenBookQA | 39.2% | 56.6% |
| TriviaQA | — | 79.9% |
Multilingual Not comparable
Dolly 2.0-12b: 17.4 (#291), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| LMArena Non-English | 836 | — |
| LMArena Chinese | 836 | — |
Instruction Following Not comparable
Dolly 2.0-12b: 38.9 (#299), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| LMArena Instruction Following | 814 | — |
Writing & Preference Not comparable
Dolly 2.0-12b: 15.3 (#306), Falcon-40B: —
| Benchmark | Dolly 2.0-12b | Falcon-40B |
|---|---|---|
| LMArena Text | 851 | — |
| LMArena Creative Writing | 864 | — |
| LMArena Multi-Turn | 740 | — |
Frequently asked questions
Is Dolly 2.0-12b better than Falcon-40B?
Dolly 2.0-12b has enough public results to be ranked (#339); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Dolly 2.0-12b and Falcon-40B share?
8 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Falcon-40B has 12.