They called it machine learning, though. On purpose. Avoids the comparison to GPT.
MACHINE LEARNING
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Accelerating Information Extraction with Data-Centric Iteration
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Up next, "Accelerating Information Extraction with Data-Centric Iteration" with @SnorkelAI
's Tech Lead Manager John Semerdjian and Director of Product, @vincentsunnchen
. Exciting insights on workflows, error analysis, model-guided iteration and more at https://
future.snorkel.ai -
Weak Supervision Enhances ML Models for Network Security
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Applying traditional #ML to network security is challenging due to changing threats & limited labeled attack samples. Enter weak supervision: it leverages expert heuristics, enabling high-quality models. In the next talk, Debabrata Dash, @aristanetworks shares exciting results.
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Default Settings Achieve Strong Results Without Advanced Techniques
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"No fancy prompting engineering, no fancy decoding, everything by default."
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Cerebras Tech Talk: ML and Generative AI for DoD
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Join Cerebras at the AFCEA San Diego June Virtual Tech Talk! Product Manager Richard Kuzma will address how Machine Learning and Generative AI is transforming the way DoD, industry, and academia think about and harness the power of their data Register: https://
hubs.li/Q01SL_HG0 -
Advanced Classification Models with Snorkel Flow and LLMs
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Exciting session ahead: 'Tackling Advanced Classification Using Snorkel Flow' with Angela Fox & @vincentsunnchen
, from our product team. Uncover key challenges & solutions in productionizing classification models and how to use LLMs for classification with #datacentricai -
Full Fine-tuning Requires 8x A100s for 7B Models
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Yup. Other interesting tidbit: to run full finetuning without Adapter on 7B requires at least 8x A100s for comparison.
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AI Poster Competition Winners Announced
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Congrats to the AI poster competition winners Nabeel Seedat, @cambridge, for Data-IQ Zachary Huang, @columbia
, for JoinBoost Honglu Zhou, @rutgers
, for Paprika Join http://
snorkel.ai/slack to connect with the winners
Thanks to @LambdaAPI for sponsoring the -
Fighting AI Bias for Better World Impact
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For Artificial Intelligence To Change The World For The Better, We Must Fight AI Bias
#AI #AIio #BigData #ML #NLU #Futureofwork @TopCyberNews @SpirosMargaris @MarshaCollier @MHiesboeck
@MHcommunicate @Fisher85M @MikeQuindazzi @NealSchaffer
http://
ow.ly/GGsR30svHTt -
Wayfair leverages ML and foundation models for furniture shopping
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Next up Archana & Vinny will dive into how @Wayfair utilizes #ML to make online furniture shopping fun. They will talk about using foundations models to automate image tagging & improve collaboration with domain experts & Snorkel's data-centric platform for faster development