LLM Structured Outputs Handbook

https://nanonets.com/cookbooks/structured-llm-outputs

#HackerNews #LLM #Structured #Outputs #Handbook #LLM #Handbook #Structured #Outputs #Machine #Learning #AI #Resources

DomBusGateway #addon for #homeassistant that permit to use #dombus modules: #relays #inputs #outputs #sensors #EV #solartracker ...

#!/bin/bash

# disconnect every existing connection

IFS=$'\n' read -r -d '' -a outputs < <( pw-link -o && printf '\0' )
IFS=$'\n' read -r -d '' -a inputs < <( pw-link -i && printf '\0' )

# pw-link -d out in

i=0; while [ $i -lt ${#outputs[@]} ]; do
j=0; while [ $j -lt ${#inputs[@]} ]; do
pw-link -d ${outputs[$i]} ${inputs[$j]} 2> /dev/null
((j++));
done

((i++)); done

I'm thinking about making time-lapse videos of my prints and I'm curious if the Prusa XL Buddy board has outputs or open-collector lines that can be managed with gcode to control a camera remote. 🤔 Has anyone tackled something similar or has insights on this?

#3DPrinting #PrusaXL #TimeLapse #XLBuddy #Board #Outputs

#Design #Approaches
Design for meaningful outcomes · People don’t want outputs; they want outcomes https://ilo.im/157zga

_____
#Business #Customers #ProductDesign #UxDesign #UiDesign #WebDesign #Mindsets #Outcomes #Outputs

The thing about this working from home debate that I don't like is that it is being top down implemented.

Different people have different work-life needs & patterns.

#flexibility is key. Success measured by #outputs.

#WFH #Meta https://mastodon.social/@the_verge/111014123691436367

#Personality #Traits in #LargeLanguageModels. The advent of large language models (#LLMs) has revolutionized #naturallanguageprocessing, enabling the generation of coherent and contextually relevant text. We find that: 1) #personality simulated in the #outputs of some LLMs (under specific prompting configurations) is reliable and valid https://arxiv.org/abs/2307.00184

What is I enjoy while #coding and #programming : is I see results on my #computer and it returns #outputs. I really like it !

⁃ A nota está linkada num widget do #AppleNotes na home screen, então é moleza abrir e fazer isso. Além de ver todo dia.
⁃ No meu #PKM, tenho um recap de #outputs que trago para a nota de acompanhamento de julho
⁃ Aí tô pensando em replicar isso aqui no #Mastodon. Uma forma de me incentivar E de ser mais ativo na comunidade com #escrita - talvez inspirar mais alguém, sei lá.

#writing

I am experimenting with #aiart and would like to publish here some of my #outputs, do you think I should, or should I create a new mastodon page? I know it is a very #flaming subject and there is so much hate about it..

Any #mastodon #instance you would suggest in such case? Or should I just #CW my posts?

Here, a post where I am talking about it: Click me

How does Sturgeon’s Law affect the training data which generative AI and large language models “learn” on and what is the impact on the outputs?

#sturgeonslaw #trainingdata #generativeAI #LLMs #learning #modelgovernance #datagovernance #outcomes #outputs #askingquestions

I'm still trying to understand why the same #function in #julialang #outputs (pushes) 21 elements into a list, but only #prints 15 when it's given that option. Anyone?

@mattycoach For anyone new to #ProjectManagement , here's a jargon reminder:

#Objectives – Define what you aim to do or achieve. They should be specific & have clear, measurable outcomes.

#Outputs – Demonstrate what you did. Eg. the number of leaflets handed out or number of workshops delivered.

#Outcomes – Show what happened as a result of your activity. Eg. increase in sign-ups to something.

#Impact - The difference your project made. Eg. increased awareness or change in behaviour.

@waxwing

IMO, what really matters is the cost of attacking a specific transaction. The upperbound for the brute force attack of a generic tx can be estimated by the formula: 2^m * 2^n (with m=#inputs and n=#outputs).

In practice, this upperbound may be greatly lowered by using heuristics to reduce the search space.

How much the search space can be reduced depends on the specific structure of the tx (homogeneity of amounts, etc).