Model comparison
Falcon-7B vs Gemma 2B
Gemma 2B has enough public results to be ranked (#307); Falcon-7B does not yet, so treat this comparison as directional.
Last verified . 10 shared benchmarks.
Technology Innovation Institute
GoogleSummary
- They share 10 benchmarks with published results for both.
Side by side
| Falcon-7B | Gemma 2B | |
|---|---|---|
| Provider | Technology Innovation Institute | |
| Noometry Index | — | 29.6 |
| Released | 2023-04-24 | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 23 |
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Category by category
Coding Not comparable
Falcon-7B: —, Gemma 2B: 29.4 (#305)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| LMArena Coding | — | 1010 |
| HumanEval+ | — | 20.7% |
| MBPP+ | — | 34.1% |
Reasoning Not comparable
Falcon-7B: —, Gemma 2B: 18.8 (#275)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| BIG-Bench Hard | 28.8% | 35.2% |
| Epoch Capabilities Index | 95.1 | 94.2 |
| HellaSwag | 78.1% | 71.4% |
| PIQA | 80.3% | 77.3% |
| WinoGrande | 67.2% | 65.4% |
| LMArena Hard Prompts | — | 989 |
| LAMBADA | 74.9% | — |
Math Not comparable
Falcon-7B: —, Gemma 2B: 30.0 (#239)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| GSM8K | 6.8% | 17.7% |
| LMArena Math | — | 1009 |
Knowledge Not comparable
Falcon-7B: —, Gemma 2B: —
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| ARC (AI2) Challenge | 47.9% | 42.1% |
| BoolQ | 75.3% | 69.4% |
| MMLU | 35% | 42.3% |
| TriviaQA | 64.6% | 53.2% |
| OpenBookQA | 51.6% | — |
Multilingual Not comparable
Falcon-7B: —, Gemma 2B: 23.0 (#294)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| LMArena Non-English | — | 958 |
| LMArena Chinese | — | 986 |
| LMArena Russian | — | 937 |
Instruction Following Not comparable
Falcon-7B: —, Gemma 2B: 48.5 (#302)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| LMArena Instruction Following | — | 970 |
Long Context Not comparable
Falcon-7B: —, Gemma 2B: 29.9 (#291)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| LMArena Longer Query | — | 981 |
Writing & Preference Not comparable
Falcon-7B: —, Gemma 2B: 24.0 (#308)
| Benchmark | Falcon-7B | Gemma 2B |
|---|---|---|
| LMArena Text | — | 1002 |
| LMArena Creative Writing | — | 987 |
| LMArena Multi-Turn | — | 945 |
Frequently asked questions
Is Falcon-7B better than Gemma 2B?
Gemma 2B has enough public results to be ranked (#307); Falcon-7B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-7B and Gemma 2B share?
10 benchmarks have published results for both models. Falcon-7B has 12 scored results on Noometry and Gemma 2B has 23.