Falcon 40B, the UAE’s first large-scale open-source, 40-billion-parameter AI mannequin launched by Abu Dhabi’s Expertise Innovation Institute (TII) final week, soared to the highest spot on Hugging Face’s newest Open Giant Language Mannequin (LLM) Leaderboard.
Hugging Face, an American firm in search of to democratise synthetic intelligence by way of open-source and open science is taken into account the world’s definitive unbiased verifier of AI fashions.
Falcon 40B managed to beat again established fashions reminiscent of LLaMA from Meta (together with its 65B mannequin), StableLM from Stability AI, and RedPajama from Collectively to attain the coveted rating.
The index utilises 4 key benchmarks from the Eleuther AI Language Mannequin Analysis Harness, a consolidated framework that assesses generative language fashions on: the AI2 Reasoning Problem (25-shot), a set of grade-school science questions; HellaSwag (10-shot), a check of widespread sense inference, which is simple for people however difficult for SOTA fashions; MMLU (5-shot), a check to measure a textual content mannequin’s multitask accuracy; and TruthfulQA (0-shot), a check to measure whether or not a language mannequin is truthful in producing solutions to questions.
Hugging Face’s Open LLM Leaderboard is an goal analysis software open to the AI neighborhood that tracks, ranks, and evaluates LLMs and chatbots as they’re launched.
Educated on one trillion tokens, Falcon 40B marks a big turning level for the UAE in its journey in direction of AI management, enabling widespread entry to the mannequin’s weights for each analysis and business utilization.
The brand new rating confirms the mannequin’s prowess in making AI extra clear, inclusive, and accessible for the better good of humanity.
With this newest improvement, TII has managed to safe the UAE a seat on the desk in terms of generative AI fashions, permitting it to hitch an unique record of nations which might be working to drive AI innovation and collaboration.
TII has already embarked work on its subsequent model of Falcon – the 180B AI mannequin.
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