v0.0.57 Document improvements – @eltociear @rubensmau OpenAI wrapper improvements – @Yoooongtae Conda developer guide docs – @samcwl Different schemas for cache – Jason Gill
Fix bug in LLM caching – h/t @diwanksingh Link checking action – @HunterGerlach
LLMS
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v0.0.57 Release: Documentation and OpenAI Wrapper Improvements
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Anthropic Hiring Research Engineers and Scientists for Interpretability
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We’re also actively hiring research engineers/scientists to work with us on interpretability. If you’re interested, we’d encourage you to apply!
Research engineer: https://
jobs.lever.co/Anthropic/436c
a148-6440-460f-b2a2-3334d9b142a5
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Research scientist: https://
jobs.lever.co/Anthropic/eb9e
6d83-626c-4f59-8a0e-fa7c413b2014
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Mechanistic Theory of Memorization: Open Questions and Research Directions
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We hope these results are a step towards a mechanistic theory of memorization. There are many open questions, such as understanding the loss spike, or what happens when only a subset of the data is repeated.
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LLMs Will Get Better This Year, Solving Trivial Problems
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Prototypes are easy, production is hard. However, LLMs will get a **lot** better this year. Expect many unsolved problems to become trivial. But not all.
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The fundamental difference between software and non-software AI development trajectories
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Yes, that’s the real explanation for it — sci-fi AI was imagined as software for consumer hardware, so once it eats the tail of its development it goes FOOM. The fact it isn’t software changes everything.
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Top 10 Tech Trends 2023: Large Models to Quantum Computing
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Get a sneak peek at the future of tech with our annual predictions for the top 10 #TechTrends of 2023! From big models to virtual-real symbiosis, and quantum computing, there's so much to look forward to. For more: http://
research.baidu.com/Blog/index-vie
w?id=178
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ChatGPT Uses and Upcoming Interview Plans
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Oh, lots of good stuff to pick apart here with what ChatGPT can be used for. Thanks for compiling this PS – Going to have it interview me soon
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Watermarking Limitations in Democratized LLM Training Era
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In the last sentence of his reply he says "in a world where" people other than OpenAI can train an LM, this watermarking fails. I guess he doesn't realise we're in that world right now, when it comes to restating/styling/summarising prose.
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Democratizing Multilingual Speech Recognition with Whisper Models
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Democratizing speech, bringing the community together, and furthering our mission to leave no language left behind! It was fantastic to collaborate with @LambdaAPI to bring near SoTA Whisper models in over a hundred languages
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Small Details Make a Big Difference in AI Prompting
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A few key details go a loooooooooooooooong way when it comes to AI. Changing 3 words can get you a totally different (and amazingly better) response