Model comparison
Falcon-40B vs Llama 13b
Llama 13b has enough public results to be ranked (#348); 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 13b | |
|---|---|---|
| Provider | Technology Innovation Institute | Meta |
| Noometry Index | — | 24.4 |
| Released | 2023-03-15 | 2023-02-24 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 21 |
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Category by category
Coding Not comparable
Falcon-40B: —, Llama 13b: 21.4 (#337)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| LMArena Coding | — | 683 |
Reasoning Not comparable
Falcon-40B: —, Llama 13b: 14.0 (#329)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| BIG-Bench Hard | 37.1% | 37.9% |
| Epoch Capabilities Index | 104.45 | 100.58 |
| HellaSwag | 85.3% | 79.2% |
| LAMBADA | 77.3% | 75.2% |
| PIQA | 83% | 80.1% |
| WinoGrande | 76.9% | 73% |
| LMArena Hard Prompts | — | 728 |
Math Not comparable
Falcon-40B: —, Llama 13b: 26.7 (#256)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| GSM8K | 33.8% | 20.6% |
| LMArena Math | — | 838 |
Knowledge Not comparable
Falcon-40B: —, Llama 13b: —
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| ARC (AI2) Challenge | 61.9% | 52.7% |
| BoolQ | 83.1% | 78.7% |
| MMLU | 56.9% | 47.7% |
| OpenBookQA | 56.6% | 56.4% |
| TriviaQA | 79.9% | 77.9% |
Multimodal Not comparable
Falcon-40B: —, Llama 13b: —
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| ScienceQA | — | 43.3% |
Multilingual Not comparable
Falcon-40B: —, Llama 13b: 16.6 (#297)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| LMArena Non-English | — | 819 |
Instruction Following Not comparable
Falcon-40B: —, Llama 13b: 36.7 (#305)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| LMArena Instruction Following | — | 781 |
Writing & Preference Not comparable
Falcon-40B: —, Llama 13b: 13.8 (#312)
| Benchmark | Falcon-40B | Llama 13b |
|---|---|---|
| LMArena Text | — | 834 |
| LMArena Creative Writing | — | 794 |
| LMArena Multi-Turn | — | 753 |
Frequently asked questions
Is Falcon-40B better than Llama 13b?
Llama 13b has enough public results to be ranked (#348); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-40B and Llama 13b share?
12 benchmarks have published results for both models. Falcon-40B has 12 scored results on Noometry and Llama 13b has 21.