Inside GitHub: Working with the LLMs behind GitHub Copilot | The GitHub Blog https://
bit.ly/3oi2PBO #AI #MachineLearning #DeepLearning #LLMs #DataScience
GENERATIVE AI
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GitHub Copilot: Inside the LLMs Technology Behind It
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DataComp-1B CLIP Model Outperforms OpenAI with Lower Compute Cost
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Delve into DataComp with @lschmidt3 next at https://
future.snorkel.ai about innovating #ML by experimenting with new training sets. A new CLIP model, DataComp-1B, outperforms OpenAI’s by 3.7pp on ImageNet, and a 9x improvement in compute cost vs. LAION-5B. -

LLMs in Regulated Environments: Privacy and Rules-Based Transitions
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Harshini Jayaram-Snorkel AI, Nadia Wood-
@MayoClinic & Chris Booth-
@NatWestGroup navigate the LLM labyrinth in a regulated world at https://
future.snorkel.ai next. Learn about transitioning from rules-based approaches and managing data privacy in applying #LLMs -

Differential Privacy Safeguards Generative Models Against Adversarial Attacks
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Explore how #DifferentialPrivacy provides mathematical guarantees against adversarial attacks on generative models & #synthetic data in the next session at https://
future.snorkel.ai. Lipika Ramaswamy will dive into novel approaches and preview @Gretel_ai
's private genAI model. -

Best AI and Creativity Symposium Addresses Industry Impact
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This is the best AI and Creativity symposium I’ve ever attended! So many amazing speakers and artists and experts, addressing very timely issues of AI’s impact on creative industry, as well as the timeless values of human creativity.
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Copilot Enhanced with GPT-4 and Web Browsing
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Copilot gives you higher quality answers by browsing a lot more and also using GPT 4. Turn it on and try the same search!
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Neurosymbolic AI and Generative Reasoning with Jurassic2
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Don't miss @yshoham
's inspiring talk on Neurosymbolic AI at 10:45 am Pacific. With #Jurassic2, @AI21Labs Labs is leading the way in #GenerativeAI, focusing on reading & writing use cases, and integrating modular reasoning with large language models. https://
future.snorkel.ai -

AI Power and Responsibility: Ethics in Generative AI Race
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How do you balance power and responsibility of AI? Next up is a talk on "Adopting AI: With Power Comes Responsibility," led by @aarti_bagul with Daniel Wu and @profvjreddi to dissect the ethical implications & computational demands of #GenAI amidst the escalating ML arms race.
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Fine-tuning and Operationalizing LLMs: People and Processes First
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Going to #FullyConnected? Tech complexity can be daunting, but remember, people & processes > algorithms. Join @joshmineroff at 6:20 PM, Coatue Breakout for insights on fine-tuning, deploying & operationalizing models. #AI #responsibleAI #LLMs
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Streamlit Celebrates 3000 LLM Apps Milestone
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Whoop! We've hit the 3,000 #LLM mark! That's over 3k apps created by our fantastic @Streamlit community, powered by: @OpenAI @langchain @llama_index @huggingface #StableDiffusion @pinecone & more! Oh, to celebrate, we've made this LLM page! https://
streamlit.io/generative-ai