Model comparison
Falcon-40B vs Gemma 7B
Gemma 7B has enough public results to be ranked (#299); Falcon-40B does not yet, so treat this comparison as directional.
Last verified . 11 shared benchmarks.
Technology Innovation Institute
GoogleSummary
- They share 11 benchmarks with published results for both.
Side by side
| Falcon-40B | Gemma 7B | |
|---|---|---|
| Provider | Technology Innovation Institute | |
| Noometry Index | — | 30.0 |
| Released | 2023-03-15 | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 27 |
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Category by category
Coding Not comparable
Falcon-40B: —, Gemma 7B: 30.5 (#294)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| LMArena Coding | — | 1048 |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Reasoning Not comparable
Falcon-40B: —, Gemma 7B: 19.9 (#249)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| BIG-Bench Hard | 37.1% | 55.1% |
| Epoch Capabilities Index | 104.45 | 111.99 |
| HellaSwag | 85.3% | 82.2% |
| PIQA | 83% | 81.2% |
| WinoGrande | 76.9% | 79% |
| LMArena Hard Prompts | — | 1042 |
| Adversarial NLI | — | 48.7% |
| LAMBADA | 77.3% | — |
Math Not comparable
Falcon-40B: —, Gemma 7B: 31.2 (#228)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| GSM8K | 33.8% | 46.4% |
| LMArena Math | — | 1066 |
Knowledge Not comparable
Falcon-40B: —, Gemma 7B: 27.3 (#252)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| ARC (AI2) Challenge | 61.9% | 78.3% |
| BoolQ | 83.1% | 83.2% |
| MMLU | 56.9% | 66.1% |
| OpenBookQA | 56.6% | 78.6% |
| TriviaQA | 79.9% | 72.3% |
| LMArena Expert | — | 1001 |
Multilingual Not comparable
Falcon-40B: —, Gemma 7B: 25.1 (#287)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| LMArena Non-English | — | 999 |
| LMArena Chinese | — | 1035 |
| LMArena French | — | 1025 |
| LMArena Russian | — | 993 |
Instruction Following Not comparable
Falcon-40B: —, Gemma 7B: 51.5 (#295)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | — | 1017 |
Long Context Not comparable
Falcon-40B: —, Gemma 7B: 31.1 (#282)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| LMArena Longer Query | — | 1022 |
Writing & Preference Not comparable
Falcon-40B: —, Gemma 7B: 27.1 (#302)
| Benchmark | Falcon-40B | Gemma 7B |
|---|---|---|
| LMArena Text | — | 1056 |
| LMArena Creative Writing | — | 1024 |
| LMArena Multi-Turn | — | 963 |
Frequently asked questions
Is Falcon-40B better than Gemma 7B?
Gemma 7B has enough public results to be ranked (#299); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-40B and Gemma 7B share?
11 benchmarks have published results for both models. Falcon-40B has 12 scored results on Noometry and Gemma 7B has 27.