Training a LLaMA 3 8B that supports 16K tokens, twice the current context window. If successful, will open-source it.
RESEARCH
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Neural Operators and Physical Grounding in AI Models
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Thank you @shiringhaffary for covering my @TEDTalks in @business and neural operators for building physical understanding into #AI models. Language and multi-modal models lack physical grounding. models like Sora and some of the robotics models may get some of the physics
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Mistral Mixtral 8x7B Mixture of Experts Architecture Course
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New short course with @MistralAI !
— Andrew Ng (@AndrewYNg) 22 avril 2024
Mistral's open-source Mixtral 8x7B model uses a "mixture of experts" (MoE) architecture. Unlike a standard transformer, an MoE model has multiple expert feed-forward networks (8 in this case), with a gating network selecting two experts at… pic.twitter.com/VFOg1dDab8New short course with @MistralAI ! Mistral's open-source Mixtral 8x7B model uses a "mixture of experts" (MoE) architecture. Unlike a standard transformer, an MoE model has multiple expert feed-forward networks (8 in this case), with a gating network selecting two experts at
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5 Generative AI Trends for Enterprise Strategy
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How can your organization keep pace with the latest AI innovations? Our Chief Technology Officer Michael Schmidt shares top generative AI trends to build and scale an impactful AI strategy. Read now: https://
medium.com/datarobot/5-ge
nerative-ai-trends-for-the-enterprise-in-2024-and-beyond-4c55c6890a33
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Fine-tuning T5 Model for Text Summarization with BBC News Dataset
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🎥 New Video Alert 🎥https://t.co/RbOAmvuL4v
— Satya Mallick (@LearnOpenCV) 22 avril 2024
Our latest video tutorial enhances the T5 model for text summarization, utilizing the comprehensive BBC news summary dataset. Learn how to effectively fine-tune and deploy the T5 model with Gradio for real-world applications.… pic.twitter.com/Yo7kKb47itNew Alert https://
youtube.com/watch?v=KsC0dV
JgnMs
… Our latest video tutorial enhances the T5 model for text summarization, utilizing the comprehensive BBC news summary dataset. Learn how to effectively fine-tune and deploy the T5 model with Gradio for real-world applications. -
Data Science in US Government: Insights from Former Chief Data Scientist
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Dive into the fascinating world of data science in the United States government with an insightful discussion between Snorkel AI CEO Alex Ratner and DJ Patil, the Former U.S. Chief Data Scientist. Watch the full video here https://
buff.ly/49GR89a -
Rope Scaling: Advanced Approaches for LLM Optimization
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Many approaches — look into Rope scaling as a start.
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Community Long-Context LLaMA 3 Variants: What Exists?
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Are there any long-context LLaMA 3 variants that the community has trained yet?
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AI-Powered Research Experiences Transform Educator Innovation
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Our new paper on how instructors can use AI to create research-based experiences that would have been impossible to do before the advent of generative AI. We also teach how to build them. Blog on democratizing innovation: https://
oneusefulthing.org/p/innovation-t
hrough-prompting
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Paper: https://
papers.ssrn.com/sol3/papers.cf
m?abstract_id=4802463
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ChatGPT as Market Trend Analyst
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6. ChatGPT as Market Trend Analyst Prompt: "Provide a report on current trends affecting the market for [specify product type]. Use data from [insert data source] to inform our marketing strategies and product development."