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phi-3-small 7.4B

by Microsoft · Released Jan 2024

Open Source
78.8
avg score
Rank #24
Compare
Better than 90% of all models
Context
N/A
Input $/1M
TBD
Output $/1M
TBD
Type
text
License
Open Source
Benchmarks
8 tested
Data updated today
About

Tested on 8 benchmarks with 67.4% average. Top scores: ARC AI2 (87.6%), OpenBookQA (84.0%), BBH (72.1%).

Capabilities
reasoning
72.1
#21 globally
knowledge
66.7
#27 globally
Benchmark Scores
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Tested on 8 benchmarks · Ranked across 2 categories
Score Distribution (all 233 models)
0255075100
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BBH

BIG-Bench Hard. 23 challenging tasks from BIG-Bench where prior language models fell below average human performance.

72.1
ARC AI2

AI2 Reasoning Challenge. Grade-school science questions requiring multi-step reasoning. Easy and Challenge sets test different difficulty levels.

87.6
OpenBookQA

Elementary science questions with access to a small book of core science facts. Tests reasoning beyond memorization.

84.0
HellaSwag

Sentence completion requiring commonsense reasoning about physical and social situations. Tests real-world understanding.

69.3
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
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phi-3-small-7-4b
Specifications
  • Typetext
  • ContextN/A
  • ReleasedJan 2024
  • LicenseOpen Source
  • Statusbenchmark-only
Available On
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phi-3-small 7.4B is an open-source text AI model by Microsoft, released in January 2024. It has an average benchmark score of 78.8.