Benchmark Almanac

Mistral 7B v0.1

Mistral 7B v0.1.

Mistral AI Released 27 Sep 2023 Family Mistral 7B The lab's model card
25
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Mistral AI Sep 2023

Mistral 7B v0.1

Open weights Open model

112.1 #221 of 271
Epoch Capabilities Index
  • Natural Questions 28.8% #14 /20
  • ANLI 47.1% #8 /11
  • MMLU 60.1% #113 /127

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

BenchmarkScoreRankSource
OpenBookQA 79.8% #7 of 41 Epoch AI
BoolQ 87.4% #15 of 75 Epoch AI
BIG-Bench Hard 56.1% #19 of 45 Epoch AI
PIQA 83% #14 of 33 Model card
WinoGrande 75.3% #25 of 42 Model card
HellaSwag 81.3% #31 of 47 Model card
Natural Questions 28.8% #14 of 20 Model card
ANLI 47.1% #8 of 11 Epoch AI
ARC-Easy 80% #17 of 23 Model card
TriviaQA 69.9% #30 of 39 Model card
ARC-Challenge 55.5% #36 of 45 Model card
MMLU-Pro 30.9% #180 of 212 Official leaderboard
MMLU 60.1% #113 of 127 Model card
MT-Bench 6.84 #22 of 23 Model card
LMArena (Elo) 1,031 #13 of 13 Model card

Math and science

BenchmarkScoreRankSource
GSM8K 52.2% #81 of 87 Model card
MATH 13.1% #89 of 93 Model card

Coding

BenchmarkScoreRankSource
CRUXEval 34.3% #8 of 11 Official leaderboard
MBPP 47.5% #56 of 66 Model card
MBPP+ 42.1% #31 of 35 Official leaderboard
HumanEval+ 23.8% #42 of 46 Official leaderboard
HumanEval 30.5% #89 of 95 Model card

Professional work

BenchmarkScoreRankSource
LegalBench 53.8% #133 of 138 Official leaderboard

Safety and security

BenchmarkScoreRankSource
Mistral 175 unsafe prompts 100% #1 of 1 Model card

Other

BenchmarkScoreRankSource
HELM Lite 29.2 #60 of 71 Official leaderboard

Mistral AI's models over time

Mistral AI's models in color, against every other model on the Epoch Capabilities Index, by release date.

50 75 100 125 150 175 2023 2024 2025 2026 2027 Mistral Large 4 Mistral Medium 3.5 Magistral Small 1.0 Ministral 3B Mistral Large 2 Mixtral 8x7B Mistral 7B v0.1 50 75 100 125 150 175 2023 2024 2025 2026 2027 Mistral Large 4 Mistral Medium 3.5

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.

Its system card

Every result in the longer documents the lab published with it. 6 of them aren't in the launch post.