The benchmarks include GPT-4 and ChatGPT-3.5 (table on the right)
AI
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LLM Agents Learning Continuously: Advancing Autonomous AI Systems
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Our work on LLM agents than learn continually
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AI Leaders Issue Extinction Risk Warning in Open Letter
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#AI leaders warn about ‘risk of extinction’ in open letter https://
bit.ly/3JsY3IO #ethics #leadership #FutureofWork -
Querying Excel Spreadsheets: Advanced Data Extraction Techniques
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I really enjoyed this post. Great in depth post on querying data from excel spreadsheets, an underexplored usecase
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Universities Grapple with AI Policies as Students Return to Campus
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“When students come back to campus this fall, some teachers will allow AI, but others will ban it. Some universities will have modified their dishonesty policies to take AI into account, but others avoid the subject.”
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Fine-tuning with 16k tokens but capable of handling 100k
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When I understood correctly, they used 16k for finetuning, but it can handle up to 100k even?
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Hoffman-Yee Symposium: Latest AI Research and Findings
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Curious what these amazing teams have done in the past year? Join us for our Hoffman-Yee Symposium, where they’ll share their latest research and exciting findings. https://
hai.stanford.edu/events/join-us
-hoffman-yee-symposium-september-19
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Hoffman-Yee Grants Fund Novel AI Moonshot Ideas Across Sectors
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Our Hoffman-Yee Grants are designed to fund novel, moonshot ideas in AI. Recipients’ research spans healthcare, teaching, immigration, foundation models, and more:
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Project Lightspeed enhances Structured Streaming with stateful operators
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#ProjectLightspeed is continuing to make Structured Streaming better and better See how its latest enhancements allows users to have multiple stateful operators within a single stream to help reduce latency, complexity, and cost! https://
bit.ly/3YG37jF -
Why no 70B model for 100k context windows
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Also why no 70B model?
1) Because of the 4x smaller dataset (compared to Llama 2 pretraining)?
2) to make 100k context windows work hardware-wise?