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LLM evaluations
Dec 29, 20242 min read
MMMU benchmark: Testing multimodal AI for expert-level reasoning
The MMMU benchmark is an important LLM evaluation tool . It assesses their ability to handle complex tasks involving text and images,...
Jul 17, 20241 min read
HumanEval benchmark: Testing LLMs on coding
The HumanEval benchmark is an important LLM evaluation tool . It tests how well LLMs generate accurate code from docstrings, making it a...
Jul 17, 20242 min read
MATH benchmark: Testing the best LLM for math
The MATH benchmark is an important LLM evaluation tool . It tests LLMs on math problems with the goal of determining which LLM is best at...
Jul 17, 20241 min read
GPQA benchmark leaderboard: Testing LLMs on graduate-level questions
The GPQA benchmark is an important LLM evaluation tool . It assesses how well LLMs handle complex, domain-specific questions in subjects...
Jan 28, 20241 min read
MMLU benchmark: Testing LLMs multi-task capabilities
The MMLU benchmark is an important LLM evaluation tool . It tests LLMs’ ability to handle multi-task capabilities, making it a key metric...
Jan 12, 20242 min read
LLM arena leaderboard: Ranking the best LLMs
The LLM arena leaderboard is an important LLM evaluation tool . Using a dynamic ELO scoring system, the leaderboard provides insights...
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