Hugging Face is thrilled to partner with @MLCommons on MedPerf, a medical benchmarking framework using federated evaluation. Published @NatMachIntell
, this open science initiative is a major step forward towards rigorous and privacy-preserving evaluation of medical AI models.
MACHINE LEARNING
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Hugging Face and MLCommons Launch MedPerf Medical AI Benchmarking
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Introduction to Powerful Machine Learning Algorithms
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Introduction to Powerful #MachineLearning Algorithms #AILabPage #VinsLens @KirkDBorne @SwissCognitive @alvinfoo @mclynd @SpirosMargaris @ipfconline1 @Fabriziobustama @FrRonconi @enricomolinari @ingliguori @schmarzo @asokan_telecom @SBUCloud @terence_mills
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Flash Attention: Optimizing Hardware Memory Use and I/O
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Oh yeah, these methods are orthogonal. Flash attention is essentially optimizing hardware memory use and I/O
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Shifting Focus From Services to Tech Innovation
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People who know me know I hate running businesses where I have to hire lots of manpower. I love…tech, not services. So what gives? What’s cooking? You’ll find out soon enough.
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MIT Algorithm Protects Sensitive Data in Machine Learning Models
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Sensitive data encoded within ML models can be extracted by malicious agents. MIT algorithm enables users to potentially add the smallest amount of noise possible to ensure that this data is protected: https://
bit.ly/3NKm3ss -
Chainlit: Python Framework for Rapid LLM Application Development
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GitHub – Chainlit/chainlit: Build Python LLM apps in minutes
https://bit.ly/42QIzFn #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Skills to Keep Pace with the Future of Work
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‘Change is the only certainty in tech’: Skills to keep pace with the #FutureofWork https://
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Self-Attention Models as Linear MLPs with Dynamic Weights
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"A self-attention model is a linear MLP with dynamic weights" sounds about right
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GPT-4 Degradation and Alternative Model Architectures
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Oh, they made GPT-4 worse … again? Dang. I finally started to find it useful.
Thanks for the reference to Retention, looks like it's orthogonal attempt to RWKV and Hyena? -
What Major AI Developments Happened Last Week?
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Just got back from a week in nature, and wow, it seems like everyone and everything went full steam ahead:
– LLaMA 2
– FlashAttention 2
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What else did I miss last week?