I provided a long piece of information that I am sure wasn't present in the dataset, and not only was it able to understand the information but also capable of deducing elaborate solutions and ideas from it.
RESEARCH
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AI Understanding Novel Information and Deductive Reasoning
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I want to package it in a way that makes sense, but the TLDR is that I provided a long piece of information that I am sure wasn't present in the dataset, and not only was it able to understand the information but also capable of deducing elaborate solutions and ideas from it.
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Gemini Pro 1.5 Extended Context Delivers Authentic Understanding
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I just had a true jaw-dropping moment using Gemini Pro 1.5. One thing is clear, this extended context really makes a difference.
Secondly, this is the closest I've felt to what seems like authentic understanding from an LLM. -

Understanding Jevons Paradox: Technology Efficiency Paradox
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Jevons Paradox is one of my favorite things to learn about in the last year.
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New Fine-Tuning Method Improves LLM Performance
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RT from @bindureddy at @abacusai >> New Way To Fine Tune #LLMs For Better Performance! The research paper: https://
arxiv.org/abs/2402.13228 The model: https://
huggingface.co/abacusai/Smaug
-Mixtral-v0.1
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Seeking Action-Oriented AI Researchers for Collaborative Projects
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I’m very interested in meeting #AI researchers who have a bias for action, loves iterating fast, and have a knack for time compression! Looking to collaborate deeply – I have a list of 100+ research projects I want to dive deep into!! So if you want to change the world, and have
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Google researcher struggles to beat Mistral 7B model performance
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> be google researcher
> exec says we need to beat mistral 7b
> “reclaim the narrative"
> train 7b model
> run eval. check plots
> cant do it. maybe with 8b
> exec says no dice
> “we'll look like chumps"
> ok
> maybe we can tie embeddings and linear_f, save some params
> not -
Fine-tuned Small Open-Source Models Represent the Future
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Thanks for highlighting our work. The future is fine-tuned small open-source models!
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AI Education Tools: What Actually Works at Summit
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What new AI tools for education actually work? The second AI+Education Summit explored the latest developments in the field and examined their merits.
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Perplexity Labs Introduces Gemma 2B and 7B Models
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Introducing new additions to Perplexity Labs: Experience Gemma 2B and 7B models known for impressive performance despite being lightweight. Try it now on https://t.co/2yYQB9jln7. pic.twitter.com/PIipmESdXN
— Perplexity (@perplexity_ai) 21 février 2024Introducing new additions to Perplexity Labs: Experience Gemma 2B and 7B models known for impressive performance despite being lightweight. Try it now on http://
labs.pplx.ai.