@activeloop , @towards_AI & @Intel Disruptor present GenAI 360 Model Certification series. This new Part 2 focuses on efficient training and fine-tuning of Large Language Models for AI product integration.
RESEARCH
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Ecosystem-Level ML Model Analysis Reveals Systemic Failure Patterns
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Ecosystem-level analysis of ML models reveals patterns of systemic failure that are invisible from a single-model perspective. @StanfordCRFM @RishiBommasani
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Language Models Explain Neurons in Language Models
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Language models can explain neurons in language models https://
bit.ly/3SbyMrS #AI #MachineLearning #DeepLearning #LLMs #DataScience -
AI Security Research: Attack Analysis and Mitigation Strategies
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Feeling a bit intimidating to write about it but work on attacks can lead to good insights for mitigation. Plan to write about mitigation work separately later. Also want to thank all the researchers who shared disclosure reports w/ us so far.
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Hackaprompt Competition Advances AI Safety Through Prompt Hacking
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@learnprompting
's Hackaprompt competition turned the challenge of prompt defense and hacking into an opportunity. The aim? Enhancing AI safety comprehension by outsmarting large-language models, thereby enabling the creation of advanced, safer AI applications like ChatGPT. -
Google Opens Research Scholar Program for Early-Career Professors
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Applications are open for the Research Scholar Program, an effort that aims to strengthen long-term collaboration w/ the academic community by supporting early-career professors pursuing research in fields relevant to Google. Learn more & apply by Nov 30 ↓
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Large Language Models Enable Human-Like Agents Breakthrough
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Large language models make it possible to create human-like agents. A breakthrough by @joon_s_pk and colleagues has sparked interest among game developers and social scientists.
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AI’s Promise: Radical Abundance Across Food Energy Healthcare Education
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What's a good outcome for AI? a world where we harness its potential for radical abundance in food, energy, materials, transport, healthcare, and education. With careful management, the future looks incredibly promising! https://
finance.yahoo.com/news/qa-with-a
i-expert-and-deepmind-co-founder-mustafa-suleyman-things-are-about-to-be-very-different-124814894.html
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Featuring Friends and Colleagues in AI Community
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Featuring many of my friends, including @SerranoAcademy @JayAlammar @cohere @wandb @bycloudai @altryne @jeremyphoward @learnprompting @towards_AI @activeloop @TDataScience @Gradio @huggingface @coursera @AndrewYNg @freeCodeCamp and more…
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DeBerta vs Mistral: Fine-tuning Parameters and Model Performance
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Deberta does work quite well for seq cls, but Mistral should generally outperform it. However in this case the target modules do not cover enough (it should be all linear layers in the main backbone) so there's *much* fewer trainable params