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COHERE FOR AI - GUEST SPEAKER: ADIL SALIM, SR. RESEARCHER AT MICROSOFT

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Date: Mar 06, 2024

Time: 5:00 PM - 6:00 PM Central European Standard Time

Location: Online

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Adil is a Senior researcher at Microsoft Research at Machine Learning
Foundations Group focusing on Language Models. 




PHI-1, a new large language model for code, with significantly smaller size than
competing models: phi-1 is a Transformer-based model with 1.3B parameters,
trained for 4 days on 8 A100s, using a selection of ``textbook quality" data
from the web (6B tokens) and synthetically generated textbooks and exercises
with GPT-3.5 (1B tokens). Despite this small scale, phi-1 attains pass@1
accuracy 50.6% on HumanEval and 55.5% on MBPP. It also displays surprising
emergent properties compared to phi-1-base, our model before our finetuning
stage on a dataset of coding exercises, and phi-1-small, a smaller model with
350M parameters trained with the same pipeline as phi-1 that still achieves 45%
on HumanEval.



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