Model comparison
Falcon-40B vs Llama 2-7B
Llama 2-7B has enough public results to be ranked (#317); Falcon-40B does not yet, so treat this comparison as directional.
Last verified . 12 shared benchmarks.
Technology Innovation Institute
MetaSummary
- They share 12 benchmarks with published results for both.
Side by side
| Falcon-40B | Llama 2-7B | |
|---|---|---|
| Provider | Technology Innovation Institute | Meta |
| Noometry Index | — | 29.1 |
| Released | 2023-03-15 | 2023-07-18 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 29 |
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Category by category
Coding Not comparable
Falcon-40B: —, Llama 2-7B: 29.2 (#307)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| LMArena Coding | — | 1002 |
Reasoning Not comparable
Falcon-40B: —, Llama 2-7B: 15.7 (#312)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| BIG-Bench Hard | 37.1% | 39.2% |
| Epoch Capabilities Index | 104.45 | 99.06 |
| HellaSwag | 85.3% | 77.2% |
| LAMBADA | 77.3% | 73.3% |
| PIQA | 83% | 78.8% |
| WinoGrande | 76.9% | 69.2% |
| Chess Puzzles | — | 0% |
| LMArena Hard Prompts | — | 1009 |
Math Not comparable
Falcon-40B: —, Llama 2-7B: 30.7 (#233)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| GSM8K | 33.8% | 16.7% |
| LMArena Math | — | 1042 |
Knowledge Not comparable
Falcon-40B: —, Llama 2-7B: 28.2 (#248)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| ARC (AI2) Challenge | 61.9% | 45.9% |
| BoolQ | 83.1% | 77.9% |
| MMLU | 56.9% | 45.8% |
| OpenBookQA | 56.6% | 58.6% |
| TriviaQA | 79.9% | 73.7% |
| LMArena Expert | — | 1036 |
Multimodal Not comparable
Falcon-40B: —, Llama 2-7B: —
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| ScienceQA | — | 43.1% |
Multilingual Not comparable
Falcon-40B: —, Llama 2-7B: 23.8 (#293)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| LMArena Non-English | — | 973 |
| LMArena Chinese | — | 973 |
| LMArena French | — | 970 |
| LMArena German | — | 978 |
| LMArena Russian | — | 995 |
| LMArena Spanish | — | 1007 |
Instruction Following Not comparable
Falcon-40B: —, Llama 2-7B: 50.8 (#298)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | — | 1006 |
Long Context Not comparable
Falcon-40B: —, Llama 2-7B: 30.4 (#287)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | — | 999 |
Writing & Preference Not comparable
Falcon-40B: —, Llama 2-7B: 28.0 (#298)
| Benchmark | Falcon-40B | Llama 2-7B |
|---|---|---|
| LMArena Text | — | 1053 |
| LMArena Creative Writing | — | 1033 |
| LMArena Multi-Turn | — | 1029 |
Frequently asked questions
Is Falcon-40B better than Llama 2-7B?
Llama 2-7B has enough public results to be ranked (#317); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-40B and Llama 2-7B share?
12 benchmarks have published results for both models. Falcon-40B has 12 scored results on Noometry and Llama 2-7B has 29.