Forwarded from 📚kruasan's library
Milky Eggs
Standardized exams measure intrinsic ability, not racial or socioeconomic privilege
Recently, the usage of standardized testing has fallen under deep scrutiny in America. [...] I outline a clear, step-by-step argument that lays out a strong case for the pro-standardized testing viewpoint. [...] Upon a comprehensive review of the literature…
Forwarded from Axis of Ordinary
IQ scores by ethnic group in a nationally-representative sample of 10-year old American children https://humanvarieties.org/2023/05/27/iq-scores-by-ethnic-group-in-a-nationally-representative-sample-of-10-year-old-american-children/
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Forwarded from Axis of Ordinary
Improving Mathematical Reasoning with Process Supervision https://openai.com/research/improving-mathematical-reasoning-with-process-supervision
"We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans."
"We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to produce a chain-of-thought that is endorsed by humans."
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The False Promise of Imitating Proprietary LLMs Abstract: An emerging method to cheaply improve a weaker language model is to finetune it on outputs from a stronger model, such as a proprietary system like ChatGPT (e.g., Alpaca, Self-Instruct, and others).…
https://www.youtube.com/watch?v=Dt_UNg7Mchg
crucial update to this paper
crucial update to this paper
YouTube
Orca: The Model Few Saw Coming
The first model set to be opensourced that actually comes close to ChatGPT, and is just 13B (that's small enough for a laptop). The 51 page report from Microsoft was released just 48 hours ago but I have gone through it all, and bring relevant insights from…
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https://youtu.be/mMMerxh_12U good to get started
https://www.youtube.com/watch?v=ixxMyjejn38
more, but for adhd folks here
more, but for adhd folks here
YouTube
Meditation for ADHD That Actually Works! (with guided mindfulness meditation practice)
EVERYONE is suggesting the worst type of meditation for ADHD. **Free guided meditation for ADHD download below & meditation for ADHD course is here!**
Sign up to my newsletter to download the guided meditation for free! (and receive occasional musings…
Sign up to my newsletter to download the guided meditation for free! (and receive occasional musings…
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https://www.youtube.com/watch?app=desktop&v=21qPOReu4FI
"Five Stages of Accepting Constructive Mathematics - Andrej Bauer"
hegelpilled ancientgreececore math with non-duality embedded on deeper level
juiciest part: 44:44 - 50:25
"Five Stages of Accepting Constructive Mathematics - Andrej Bauer"
hegelpilled ancientgreececore math with non-duality embedded on deeper level
juiciest part: 44:44 - 50:25
YouTube
Five Stages of Accepting Constructive Mathematics - Andrej Bauer
Andrej Bauer
University of Ljubljana, Slovenia; Member, School of Mathematics
March 18, 2013
Discussions about constructive mathematics are usually derailed by philosophical opinions and meta-mathematics. But how does it actually feel to do constructive mathematics?…
University of Ljubljana, Slovenia; Member, School of Mathematics
March 18, 2013
Discussions about constructive mathematics are usually derailed by philosophical opinions and meta-mathematics. But how does it actually feel to do constructive mathematics?…
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Forwarded from Just links
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model https://arxiv.org/abs/2306.03341
via @seeallochnaya
Just find a "truth" direction in latent space and move there
via @seeallochnaya
Just find a "truth" direction in latent space and move there