LLaMA-7B
LLaMA-7B.
18
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Meta Feb 2023 LLaMA-7B
Open weights
77.5
#238 of 256
Epoch Capabilities Index
- SEED-Bench 26.8% #9 /9
- Ko-IFEval (Upstage) 33.7% #12 /21
- GAOKAO-Bench 21.1% #7 /7
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| OpenBookQA | 57.2% | #20 of 41 | Claim in Llama 2: Open Foundation and Fine-Tuned Chat Models, via Epoch AI | |
| Ko-IFEval (Upstage) | 33.7% | #12 of 21 | Official leaderboard | |
| LAMBADA | 73.3% | #16 of 26 | Claim in Qwen Technical Report, via Epoch AI | |
| HellaSwag | 76.2% | #39 of 63 | Claim in XGen-7B Technical Report, via Epoch AI | |
| WinoGrande | 70.1% | #49 of 76 | Claim in LLaMA: Open and Efficient Foundation Language Models, via Epoch AI | |
| ARC-Challenge | 47.6% | #49 of 75 | Claim in Qwen Technical Report, via Epoch AI | |
| PIQA | 79.8% | #38 of 58 | Claim in Qwen Technical Report, via Epoch AI | |
| BoolQ | 76.5% | #40 of 61 | Claim in Qwen Technical Report, via Epoch AI | |
| TriviaQA | 71% | #29 of 38 | Claim in Llama 2: Open Foundation and Fine-Tuned Chat Models, via Epoch AI | |
| IndoMMLU | 25.3% | #4 of 5 | Official leaderboard | |
| MMLU | 35.6% | #75 of 85 | Claim in Qwen Technical Report, via Epoch AI | |
| BIG-Bench Hard | 33.5% | #42 of 45 | Claim in Qwen Technical Report, via Epoch AI | |
| GAOKAO-Bench | 21.1% | #7 of 7 | Official leaderboard |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GSM8K | 8.00% | #15 of 24 | Stanford HELM, via Epoch AI |
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| SEED-Bench | 26.8% | #9 of 9 | Official leaderboard | |
| ScienceQA | 36.2% | #4 of 4 | Official leaderboard |
Safety and security
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| nocot-bench (NCRI) | 15.0 | #185 of 185 | Official leaderboard |
Other
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| HELM Classic | 53.3 | #11 of 17 | Official leaderboard |
Meta's models over time
Meta's models in color, against every other model on the Epoch Capabilities Index, by release date.
Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)