Model comparison
Falcon-40B vs Phi 3 Small 8k Instruct
Phi 3 Small 8k Instruct has enough public results to be ranked (#310); Falcon-40B does not yet, so treat this comparison as directional.
Last verified . 7 shared benchmarks.
Technology Innovation Institute
MicrosoftSummary
- They share 7 benchmarks with published results for both.
Side by side
| Falcon-40B | Phi 3 Small 8k Instruct | |
|---|---|---|
| Provider | Technology Innovation Institute | Microsoft |
| Noometry Index | — | 28.8 |
| Released | 2023-03-15 | 2024-04-23 |
| 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: —, Phi 3 Small 8k Instruct: 27.4 (#313)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LiveBench Coding | — | 20.3% |
| LMArena Coding | — | 1102 |
Reasoning Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 14.2 (#319)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| BIG-Bench Hard | 37.1% | 79.1% |
| HellaSwag | 85.3% | 77% |
| WinoGrande | 76.9% | 81.5% |
| LiveBench Reasoning | — | 15.9% |
| LMArena Hard Prompts | — | 1100 |
| LiveBench Data Analysis | — | 30.3% |
| Adversarial NLI | — | 58.1% |
| Epoch Capabilities Index | 104.04 | — |
| LAMBADA | 77.3% | — |
| LiveBench | — | 24% |
| PIQA | 83% | — |
Math Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 25.4 (#247)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LiveBench Math | — | 17.6% |
| LMArena Math | — | 1151 |
| GSM8K | 33.8% | — |
Knowledge Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 28.5 (#237)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| ARC (AI2) Challenge | 61.9% | 90.7% |
| MMLU | 56.9% | 75.7% |
| OpenBookQA | 56.6% | 88% |
| TriviaQA | 79.9% | 58.1% |
| LMArena Expert | — | 1067 |
| BoolQ | 83.1% | — |
Multilingual Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 28.6 (#267)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Non-English | — | 1058 |
| LMArena Chinese | — | 1061 |
| LMArena French | — | 1134 |
| LMArena German | — | 1080 |
| LMArena Japanese | — | 966 |
| LMArena Korean | — | 894 |
| LMArena Russian | — | 1111 |
| LMArena Spanish | — | 1111 |
Instruction Following Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 52.2 (#287)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LiveBench Instruction Following | — | 47.2% |
| LMArena Instruction Following | — | 1087 |
Long Context Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 33.0 (#262)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Longer Query | — | 1088 |
Writing & Preference Not comparable
Falcon-40B: —, Phi 3 Small 8k Instruct: 31.3 (#279)
| Benchmark | Falcon-40B | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Text | — | 1110 |
| LMArena Creative Writing | — | 1083 |
| LMArena Multi-Turn | — | 1068 |
| LiveBench Language | — | 12.9% |
Frequently asked questions
Is Falcon-40B better than Phi 3 Small 8k Instruct?
Phi 3 Small 8k Instruct has enough public results to be ranked (#310); Falcon-40B does not yet, so treat this comparison as directional.
How many benchmarks do Falcon-40B and Phi 3 Small 8k Instruct share?
7 benchmarks have published results for both models. Falcon-40B has 12 scored results on Noometry and Phi 3 Small 8k Instruct has 32.