Model comparison
Falcon-40B vs Llama 2-13B
Llama 2-13B has enough public results to be ranked (#309); 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 2-13B | |
|---|---|---|
| Provider | Technology Innovation Institute | Meta |
| Noometry Index | — | 29.6 |
| Released | 2023-03-15 | 2023-07-18 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 32 |
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Category by category
Coding Not comparable
Falcon-40B: —, Llama 2-13B: 30.9 (#291)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| LMArena Coding | — | 1062 |
Reasoning Not comparable
Falcon-40B: —, Llama 2-13B: 12.8 (#337)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| BIG-Bench Hard | 37.1% | 58.2% |
| Epoch Capabilities Index | 104.45 | 106.17 |
| HellaSwag | 85.3% | 80.7% |
| LAMBADA | 77.3% | 76.5% |
| PIQA | 83% | 80.8% |
| WinoGrande | 76.9% | 72.8% |
| Chess Puzzles | — | 0% |
| LMArena Hard Prompts | — | 1051 |
| DTBench | — | 42.2% |
Math Not comparable
Falcon-40B: —, Llama 2-13B: 31.1 (#229)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| GSM8K | 33.8% | 36.9% |
| LMArena Math | — | 1065 |
Knowledge Not comparable
Falcon-40B: —, Llama 2-13B: 28.1 (#249)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| ARC (AI2) Challenge | 61.9% | 60.3% |
| BoolQ | 83.1% | 82.4% |
| MMLU | 56.9% | 55.6% |
| OpenBookQA | 56.6% | 57% |
| TriviaQA | 79.9% | 79.6% |
| LMArena Expert | — | 1030 |
Multimodal Not comparable
Falcon-40B: —, Llama 2-13B: —
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| ScienceQA | — | 55.8% |
Multilingual Not comparable
Falcon-40B: —, Llama 2-13B: 26.5 (#279)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| LMArena Non-English | — | 1024 |
| LMArena Chinese | — | 1001 |
| LMArena French | — | 1044 |
| LMArena German | — | 1009 |
| LMArena Japanese | — | 894 |
| LMArena Korean | — | 953 |
| LMArena Russian | — | 1055 |
| LMArena Spanish | — | 1087 |
Instruction Following Not comparable
Falcon-40B: —, Llama 2-13B: 53.3 (#287)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| LMArena Instruction Following | — | 1045 |
Long Context Not comparable
Falcon-40B: —, Llama 2-13B: 32.3 (#269)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| LMArena Longer Query | — | 1064 |
Writing & Preference Not comparable
Falcon-40B: —, Llama 2-13B: 29.8 (#289)
| Benchmark | Falcon-40B | Llama 2-13B |
|---|---|---|
| LMArena Text | — | 1084 |
| LMArena Creative Writing | — | 1047 |
| LMArena Multi-Turn | — | 1050 |
Frequently asked questions
Is Falcon-40B better than Llama 2-13B?
Llama 2-13B has enough public results to be ranked (#309); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-40B and Llama 2-13B share?
12 benchmarks have published results for both models. Falcon-40B has 12 scored results on Noometry and Llama 2-13B has 32.