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pythonprogrammingsnippets · 1 year

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python creating/storing/using guardrails for text generation using gpt-2 neo-x

# guardrails allow overriding output from generated text # when you want a guaranteed result for a given prompt, you can # pull from pregenerated entries instead of a new version from transformers import GPTNeoForCausalLM, GPT2Tokenizer import json # https://pythonprogrammingsnippets.tumblr.com/ # Initialize model and tokenizer print("loading model...") model = GPTNeoForCausalLM.from_pretrained("EleutherAI/gpt-neo-1.3B") tokenizer = GPT2Tokenizer.from_pretrained("EleutherAI/gpt-neo-1.3B") # --- # Initialize success list success_list = [] def generate_code(prompt): # Generate code from prompt input_ids = tokenizer.encode(prompt, return_tensors='pt') output = model.generate(input_ids, do_sample=True, max_length=512, top_p=0.95, top_k=50) generated_code = tokenizer.decode(output[0], skip_special_tokens=True) # Ask for human review reviewed_code = review_code(generated_code) if reviewed_code != generated_code: reviewed = True else: reviewed = False # store reviewed code in a dictionary with style: {prompt: prompt, code: reviewed_code, reviewed: reviewed} success = {"prompt": prompt, "code": reviewed_code, "reviewed": reviewed} # add to an array in an existing json file. Create the file if it doesn't exist. try: with open('success.json', 'r') as f: print("loading success.json") success_list = json.load(f) except: success_list = [] success_list.append(success) with open('success.json', 'w') as f: print("Writing to success.json") json.dump(success_list, f) return reviewed_code def review_code(code): # Have a human reviewer read the code and make any necessary corrections or edits print("Generated code:") print(code) # Ask for human review of the code # allow multiline input print("Please review the code. If it is good, press enter, else edit and end with a ~~~ on a single line.") reviewed_code = input() # If the code is good, add it to the success list if reviewed_code == "": success_list.append(code) return code else: code = "" # keep taking code until user presses a '~~~' on a line by itself while reviewed_code != "~~~": reviewed_code = input() code = code + "\r\n" + reviewed_code success_list.append(code) return code return "" # -- main -- want_do = True while want_do: prompt = input("Enter a prompt: ") code = generate_code(prompt) print("Final code:") print(code) want_do = input("Do you want to generate more code? (y/n): ") if want_do.lower().strip() == "n": want_do = False

example usage:

from transformers import GPTNeoForCausalLM, GPT2Tokenizer import json # https://pythonprogrammingsnippets.tumblr.com/ # Initialize model and tokenizer print("loading model...") model = GPTNeoForCausalLM.from_pretrained("EleutherAI/gpt-neo-1.3B") tokenizer = GPT2Tokenizer.from_pretrained("EleutherAI/gpt-neo-1.3B") #--- # Example usage for generation of text using guardrails: def gpt_generate(prompt): # Generate text from prompt input_ids = tokenizer.encode(prompt, return_tensors='pt') output = model.generate(input_ids, do_sample=True, max_length=512, top_p=0.95, top_k=50) generated_text = tokenizer.decode(output[0], skip_special_tokens=True) return generated_text prompt = input("Enter a prompt: ") try: with open('success.json', 'r') as f: print("loading success.json") # an array of dictionaries in the style: {prompt: prompt, code: reviewed_code, reviewed: reviewed} success_list = json.load(f) except: success_list = [] success_matches = [] have_match = False for success in success_list: if success["prompt"] == prompt: # add to a success_matches array success_matches.append(success) # if we do have matches, show user a numbered list of at most 5 entries that they can choose one from # or let them regenerate a new one using gpt_generate # if no matches were found, notify the user # if we don't have any matches, generate it with gpt-2 if len(success_matches) > 0: print("We have a match!") print("Here are the matches:") for i in range(len(success_matches)): print(str(i) + ": " + success_matches[i]["code"]) print("Enter the number of the code you want to use, or enter 'g' to generate a new one.") choice = input() if choice == "g": code = gpt_generate(prompt) else: code = success_matches[int(choice)]["code"] else: print("No matches found. Generating a new one.") code = gpt_generate(prompt) print("Final code:") print(code)

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lycanlurker · 2 months

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Hi! I saw that you were giving advice for kintypes? ^^ we're robotkin and malware kin :D

Robotkin advice!

First off, I've never met a robotkin before you guys are so cool!

Into the advice!

1.Learn how to code! (Ok hear me out on this one. It might b obvious or a very tedious task but all robots run on some form of code. im not saying you gotta learn Python but doing basics like code.org would probably feel euphoric!)

2. Eat meals that give you a lot of energy! (energy makes me think of charging/being plugged in yk? Anyways including foods like bananas(literally most fruits), dark chocolate,Fatty fish,green tea,Nuts,oats,and pumpkin seeds will boost your charge!)

3. Dress In greens,blues,purples and greys!

4. Learn binary code!

5.relating to the last one using binary code pronouns!

6. Making gear! A tv/computer head out of foam or cardboard!

7.Get stiff! Become flat Stanley!! (Remember to stretch and relax your muscles regularly.)

8.hear me out, vocaloid impressions?

9. What? You're not sleeping, you're unplugged! You're not eating silly, you're charging/refueling!

10.Dissect computers...

11.Edit your selfies! Add visible pixels or a glitch effect!

12.Techy nicknames/neo pronouns! (Cy/cyber, tech/techs, pix(El),Digi(t[al]) Beep,Boop)

13.Grow out your nails/ get fake ones and go click click click!

14.if you're in school join a tech club/class if your school has one!

15.Cause chaos.

16.Speak monotone/ with an "off" tone to mimic ai/ text to speech.

17.Draw your screws/welding on yourself! (WITH SKIN SAFE INK.)

hehe ty for being my first request, hope this helped.

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hillbilly---man · 5 months

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Netflix released their Jan-June 2023 viewership data which is very exciting for kind of dull people like me who want to post mildly interesting facts about the shows they like

Anyway, some fun Saiki K stats:

Total hours watched (all seasons plus Reawakened): 29,100,000

Hours per day: 161,667

That's over 18 years of this show watched in a day! It's like the whole anime is being binged over 6,800 times all at once.

Now some comparisons:

(I'm not including anything that isn't available on Netflix globally)

Some things that had fewer hours of viewing than Saiki K season 1 (the highest, at 17,100,000 hours):

A Series of Unfortunate Events: Season 1

Heartstopper season 1

Big Mouth season 1

Bojack Horseman season 1

Seinfeld season 1

Some things that had fewer viewership hours than Saiki K season 3 (the lowest, at 600,000 hours):

Monty Python's Flying Circus series 1

Bill Nye Saves the World season 1, 2, and 3 (separately)

Neo Yokio season 1

Rocko's Modern Life: Static Cling

And some things that had more viewership hours than any season of Saiki K (in case you're like me and also think it's funny to see what things are more popular than your fave):

The Boss Baby: Back in Business: Season 1

Jane The Virgin: Season 5

Little Baby Bum: Nursery Rhyme Friends: Season 1

Dynasty season 4

#i legitimately just spent two hours looking at this data #(also there's definitely the possibility that i fucked up the math somewhere. i have a communications degree; i can't count)#why did i do this #saiki

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aaazzie · 11 months

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hey guys… weird post but i want more friends who are minors, disabled and/or have the same interests as me :3 so!! mini intro!!

(i use it/he/any +neo prns!!)

my name is clemm, and I’m 15 years old, trans/genderfluid, bisexual, and polyamorous!! i have extreme anxiety, PDD, DPD, and a Lot of other undiagnosed mental issues (and probably some I’m forgetting)— i’m also the host of a traumagenic system! (unsure if we’re osdd or did, so we just call ourselves a general system)

i have fibromyalgia, FND, PMDD, and i experience psychosis! with my psychosis, I experience extreme delusions of being fictional characters. please do not reality check me- i’m working on my sense of self with my therapist, and it panics me to have my identity taken away, essentially. I’m also an ambulatory wheelchair and cane user!

my interests are-

project sekai/colorful stage

warrior cats

roleplaying

vocaloid

human anatomy

art & writing

making ocs

making kandi

music (especially Will Wood atm)

snakes/ball pythons

and probably some more!!! uhm i don’t bite i promise, just please be a minor if you interact!! sorry, i’m just more comfy with people around my age <33

if you’d like, i can give you my discord, too!! i might respond slow/not at all though dydhegdjdgdmbd. yknow,,, spoons

DNI- basic DNI, non-traumagenic systems of any kind, proshippers, if you’re tsukasa tenma IRL (that’s my most consistent delusion/irl,,, sorry!!)

happy disability pride month, everyone <3

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hydralisk98 · 1 year

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LibreVastServitor computing stack designs 1/?

Just a quick reminder here, this is a customized computing stack manifestation game where I simply write what I desire and then let the wider universe manifest it for me whatever way that means, including personal efforts of mine. Boils down from customizing and adapting research material into a actionable series of items to manifest.

Ashur dream specifications

(mid-tower personal workstation computer)

2+ 2560x1440p monitors (one vertical, one or more horizontal)

Intel Core i5-4690 @ 3.5 GHz with its 4-cores (hoping forward to upgrade the RISC-V + OpenPOWER like processor for something decent with ~12-cores & much more open design) central processor unit

32GB of RAM

Some recent mid-range AMD GPU

64 GB Linux swap partition (mostly for virtual machines and RAMdisk partitions)

4TB+ SSD storage

Bluray burner

Floppy drive

Cassette / datasette drive

Themed GRUB bootloader

S6 init system

Arch-like package manager and software ecosystem

Customized alternative Linux kernel between Linux Libre & Zen kernel ( XanMod + Liquorix )

ZealOS, Parade, OpenBSD, OpenIndiana...

CLADO, DIS, Venera, Perseus, Maskoch, Synod, Monad, Valenz, Constans?

KDE Plasma with Liquid shell as desktop environment, complete with custom ricing, dot files & all the KDE desktop environment utilities;

Bash + Fish, Tmux, Astro-Neo-Vim with LSP, Emacs, LibreOffice Suite, Calligra, Bottles, Wine, WineTricks, QGIS, Firefox, LibreWolf, Dolphin, Konsole, Inkscape, Karbon, OpenStreetMap, GPlates, GProjector, Itch, Steam, GOG Galaxy, Lutris, Cyberpunk 2077, Ken Silverman's, FreeBASIC, Common Lisp, Godot + Qodot, VLC, MPV, .ogg / .ogv media player, musical tracker, 'Landchad.net', Brasero, K3B, FloppyFormatter, LibreCAD, AutoCAD, Blender, Kate, Qt, Nim, MUSL, C compiler, assembly monitor, HxD debugger, Rust, Swift, Kotlin, F#, C#, GNU make, NASM, Sweet Home 3D, some digital audio workstation software, Audacious, FFMPEG, Wayland, Morevna OpenToonz, some HTTP(S) web server suite, MongoDB, Hexo, Netlify CMS, RSS feed reader + generator, Pomodoro, Calendar, timely Tracker, Notion-like service, Tape, Gollum, some level editors, FreeCiv, The Sims 2, SimCity 4, Quake 1, Doom 1 & Doom 2, Markdown / Argdown, Konqueror, some WYSISYG rich media editor, some Raycaster engine, Daggerfall Unity, Portal 2, Source (1 & 2) Engine modding, some VirtualTableTop software, some remote desktop control software like VNC, OpenSSH, some distributed share storage software, Trenchbroom, StableDiffusionXL, ChatGPT open source alternative, DAO, Krita, GIMP, G'MIC & its plugins, PaintDotNet, CataclysmDDA, CataclysmBDA, Evennia, Python 3, Firefox for KDE (Developer Edition), Perl, PHP, MariaDB, lighttpd, Apache, Nginx, Themix Oomox GTK+ theme editor, Falkon, ...

Custom shell scripts, interactive REPL programming languages, some GUI programs, command aliases and dot file configurations;

Venera (computation "deque" project)

Original components:

RISC-V + OpenPOWER = LibreVast (tribble word-based open hardware architecture designed for daily use & tinkering developer purposes)

Tropix + OGAS = Nucleus (optimized distributed processing micro-kernel, like 'Inferno' & 'Plan9')

RedSeaFS + Parade = CLADOgram (direct-access rich media agentive filesystem & file server suite)

KDE + POSIX-compilant CDE = VUE (lightweight desktop environment with profound customization options)

CommonLisp w/ CLOS + Nim = Pan-Lisp (both low-level and high-level REPL programming language)

Existing components:

Fish, Tmux, Vim, Konsole, Flatpak, Git

KDE Plasma w/ Liquid shell alternative

Konqueror, LibreWolf

GIMP w/ G'MIC & Krita w/ G'MIC

Hexo (flat blog self-hosting web server), MariaDB, "Landchad.net" stuff

QEMU, Wine, Wine-tricks, Proton, Bottles, Lutris

Trenchbroom, Godot w/ Qodot

Kate, KDevelop, Okteta, Mousepad, Notepadqq

[...]

#maskoch #manifestation game #free software #open source #osdev

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dixiedingo · 7 months

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I wanna get a Medusa tattoo soon (tattoos are extremely easy and cheap to come by in my city because unfortunately with low wages, a lot of people can't afford to pursue whatever so a lot of apprentices tend to moonlight only)

But I kinda wanted her to speak to my identity. So I gave her dia de Los Muertos paint. I also made her snakes pythons cause puppy mouths :3 I think I'll get her in neo-traditional and in more a Chicano style. I want it to have sort of a retro look.

#tattoo sketch #personal

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aiyiyichat · 1 year

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Week 2

UX is important even for LLMs HuggingFace's Inference Endpoint with GPT-Neo 125m was draining my wallet super fast! I was being charged by the hour without any usage! Shut it down and Created an Open AI account instead. Open AI's documentation and onboarding is much easier to navigate. I couldn't make heads or tails of HuggingFace's onboarding. It was clearly designed for AI devs and not for dummies. Meanwhile Open AI has step-by-step instructions and code examples. Not easy either, but at least they lowered a rope ladder for those of us on the lower rungs of IQ. I spent all of last week setting up my web hosting on AWS (Amazon Web Services). It was much more involved than I'm used to. So many different services have to be individually set up and daisy-chained in the exact right way or else none of it works. Just figuring out how to provide a secure connection for visitors via HTTPS took me 3 DAYS! Thank sweet Jesus for YouTube tutorials - all of which were made by Indian Developers. Shout out to Indian Devs! So far this week I've been setting up my backend infrastructure which will be Python built on Django. WTF is that you ask? Exactly! I didn't know either. I had to ask ChatGPT a bunch of questions and do follow up Google research to understand the different Python frameworks to decide which would be best for my concept. Lowering the cost of intelligence ChatGPT has been writing code for me, but about 20% of the time the code is wrong or has some bits missing. Even with these drawbacks, it is an absolute miracle for someone with even rudimentary code fluency. If there's an implementation error, I can share the exact error message with ChatGPT and it'll troubleshoot the issue with me until it works. It's like working with a senior engineer who has infinite patience for dumb questions. ChatGPT is democratizing abilities previously monopolized by the smartest, most focused humans. But will lowering the cost of intelligence inadvertently violate some kind of hidden ratio Mother Nature uses to mitigate risk? This might just be anecdotal, but it seems the most intellectually accomplished humans rarely if ever leave offspring who match or surpass them. And in the case of geniuses like Nikola Tesla and Alan Turing, no genetic lineage is produced at all (and like, does anyone give a shit about Einstein's kids?). What if this is some kind of natural intelligence rate-limiting function? In tech circles the question that often comes up is "Why can't we create more Elon Musks?". Maybe Gaia would respond with "I'll tell you why you fools! Because if you have that many geniuses, the odds of more Dr. Evils goes up and all it takes is just an extra pinch of those to ruin the whole casserole!". Everyone thinks if something is good, more of it must be better to infinity, but this isn't true. The difference between medicine and poison is... Dosage. Perhaps we should be weary of ODing on intelligence.

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greenshi · 1 year

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I've seen some other people doing this so fuck it

Welcome to Greenshi's Blorbo Brawl

#polls #poll #blorbo #theres no prize for the winner #other than bragging rights ig #anyway idk what my character type is but its Whatever This Is

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aryacollegeofengineering · 1 year

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What programming language should you use for blockchain development?

Programming language for blockchain development

Best Engineering College in Rajasthan has many language courses, so blockchain development is the most common question many businesses ask themselves when deciding which programming language to adopt for blockchain development projects, Also Blockchain is a new technology that has gained popularity in recent years and The technology allows fast and easy transactions between various parties on the internet without third-party intermediaries.

So let's Start! The Best Blockchain Programming Languages

1. Solidity

As we all know it is a new and exciting blockchain programming language gaining popularity over the past few years. Especially with its ability to develop Apps, many businesses are choosing this programming language, also it is a high-level programming language like JavaScript, C++, and Python Like other common languages.

Key Features

Solidity is developer friendliness.

This can be used for programming smart contracts on other platforms like Monax.

It also has accessibility the JavaScript infrastructures, debuggers, and other tools.

Statically typed programming.

Inheritance properties in smart contracts.

It gives you precise accuracy

Examples of blockchain projects Solidity:

Ethereum

Chainlink

Sushiswap

Compound Protocol

2. Java

It is one of the best blockchain programming languages for smart contracts also It is classic programming, and developers employ it to develop countless applications and games it is used in one way or another in almost all web systems, leaving developers free to manage app logic and dodging the need to focus on integration so It offers programmers the flexibility to write code that can be used on other systems as well, also as we all know Java's excellent code portability is the primary reason why several blockchain companies use Java to develop their applications.

Key Features

The facility of memory cleaning.

Availability of extensive libraries.

Examples of blockchain projects Java:

NEM

IOTA

Ethereum

NEO

Hyperledger

Fabric

3. Python

Python is a preferred language for developing smart contracts and blockchain-based projects also It's often used in crypto exchange development, even though it can be easily extended to work with other cryptocurrencies as well As per TIOBE and PYPL ratings, Python has seized the opportunity to be in the top five blockchain development languages in 2023, so it can be robust and versatile language that can reduce development time.

Key Features:

Python gives access to dynamic architecture.

Language for base and scripting approaches.

It offers open-source support.

In Python, blockchain coding is efficient for prototyping.

Examples of blockchain projects Python:

Hyperledger

Fabric

Ethereum

NEO

Steemit

4. Golang

GoLang is a compiled multithreaded programming language developed internally at Google also It allows for different processes to run simultaneously, which means that it can handle multiple parts of blockchain concurrently and effectively and Extremely fast with accessible maintenance features makes Go the perfect choice when distributing your App on Ethereum's network as well.

Key Features

Golang is user-friendly, scalable, and offers high speed.

C++, Java, and Python are reliable and fun languages for development

Examples of blockchain projects Golang:

GoChain

Dero

Loom Network

Ethereum

Hyperledger Fabric

5. C++

Top Colleges of Engineering in Jaipur Rajasthan has good faculty for this language, It is one of the top languages for building blockchain apps also It's easy to manipulate blocks and chains with this code, making C++ a perfect choice when you need complete control over your system resources and The power of C++ lies in its flexibility and ease of use also It provides a wide range of control over how you want to handle your code, so giving full access or just some limited aspects that suit your needs so It is a crucial programming language that developers used to code bitcoins.

Key Features

It has efficient CPU management and memory control.

Can move semantics for copying data effectively.

Examples of blockchain projects C++

Monero

Ripple

EOS

Stellar

Litecoin

Conclusion

Best Btech College in Jaipur says It was all about the best blockchain development languages ruling over the world of cryptocurrencies and smart contracts in 2023 also there are several different programming languages for developing blockchain-based products, also there are no clear winners among them, and it can be difficult to say which one is best in each situation as they all have their advantages depending on the project you're working on, So you need to pick any of the languages as per your project's requirements.

Source: Click here

#Best Engineering College in Jaipur #Best Engineering College in Rajasthan #Best Btech College in Jaipur #Best BTech College in Rajasthan #Top Engineering College in Jaipur #Best Private Engineering College in Jaipur

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xerox-candybar · 2 years

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I had to do a beat-sheet for my Writing Class, and I wrote about a Roomba that accidentally detects a meteor ahead of its (human) colleagues. Upon learning my teacher has spent literal decades working for Monty Python, this is my (extended) take on the “Machine That Goes Bing.”

There’s no one way to do a beat sheet, so I borrowed from a few. (But I am partial to Save The Cat: https://blog.reedsy.com/guide/story-structure/save-the-cat-beat-sheet/)

Opening Image: A series of circular objects floating across a sophisticated-looking screen, labeled “NASA RADAR.” We watch as “NASA” detects, locks on, and then subsequently eliminates these targets–presumably meteors that threaten to collide with earth.

Introduce Characters/World: As we zoom out, we see the owner of the radar is actually a souped-up Roomba, and RADAR stands for “Rubbish and Dust Annihilation Robot; NASA Housekeeping Division.” With a cheerful “bing,” the Roomba scours the area, detects targets and then eliminates them with a laser.

Set Up/Theme Statement: Several human colleagues pass by outside the area that the Roomba is cleaning. The Roomba looks at them longingly and then calls to them with a plaintive “Bing” but they ignore the device. The Roomba sadly retires to its corner for the night.

Catalyst: As the Roomba returns to its dock, it conducts one final sweep. To its surprise, another speck of dust is detected. The Roomba scans the area but cannot locate the source.

B Plot: Cut To: Nasa Near Earth Objects Observations Program. The “dust” is actually a large meteor hurtling towards the earth, and yet the requisite human staff has fallen asleep at their desk.

Midpoint: The Roomba zooms into the hallway and attempts to warn its coworkers with a series of frantic BINGS. The coworkers shoo the Roomba away.

Bad Guys Close In: Discouraged but still determined, the Roomba attempts to resolve the issue itself, frantically circling the building–despite its best attempts, it can neither locate nor lock on the target.

All Hope is Lost: The Roomba comes to the one room that it hasn’t entered–Nasa Near Earth Objects Observations Program. It rams against the door with such force that it bounces off, flips onto its back and flails like an overturned turtle, binging frantically. It realizes the large, malevolent dust-bunny is approaching from the sky.

Renewal/Intro to Act 3: The noise causes the neo-human to awaken. It springs to the door, rights the overturned Robot and kneels down to address it: “what is it, boy?” The Robot herds the human back into the meteor detection room.

Climax: The human attempts to commune with the Roomba regarding the problem--it examines the robot and then the room to discern what the problem is. The Roomba communicates with a series of Bings--less Bings mean the human is colder, more Bings mean the human is warmer. With a start, the human finally notices the imminent meteor and presses a large, red button.

Denouement: TARGET ANNIHILATED. Robot and human, together, breathe a sigh of relief. Employee hands Robot some pocket lint as a treat.

Ending Scene: A photo montage of Roomba’s News Coverage and Employee Accolades, plus candid shots of Roomba and NASA staff. The Roomba, now much more thoroughly integrated with its human colleagues, is treated like a puppy–playing fetch, getting belly rubs, etc.

#my writing #I just really want senpai to notice me.#and senpai here is John Cleese.

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the-edelweiss-rattles · 2 months

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In order to keep eyes on the Octarian Military while Octavio was captured, Marie created a team of agents who would go deep behind enemy lines.

Holly and Adam were sent on deep-cover missions into Octarian domes by Marie. They were sent there mostly to keep tabs on army, and to see if they could find out who was in charge while Octavio was stuck in the glass dome. Quite a few of these missions involve sneaking around literal feet from Octarian soldiers, making capture a very real possibility.

During these missions, they don't use the normal weapons we are used to seeing, but instead modified versions that shot ink-bullets. Ink-bullets are metal-tipped bullets loaded with ink on the inside that burst open once inside/after having pierced the body. These bullets are not legal, and were used during the Great Turf War to do as much damage as possible. One of those bullets to the brain would kill an Inkfish instantly. (They're only used as an absolute last-resort).

During the events of Splatoon 3, these missions stopped. After Python gets rid of Grizz, they are offered to go on the missions with Adam and Holly. With the Octarians more neutral now, this type of surveillance could easily push tensions high once more.

#adam (3)#holly (4)#python (neo 3)#splatoon 3 #splatoon agent ocs

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truthblockchain · 2 years

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Top Blockchain Programming Languages

Blockchain technology is spreading like fire across industries and businesses. It is currently used in digital voting, medical recordkeeping, decentralized finance, gaming, capital markets, supply chain management, etc. More and more businesses and individual users want to take advantage of blockchain to increase transparency, security, and communication. To leverage blockchain development in innovative use cases, organizations need to comprehend the programming languages best suited for their upcoming projects. Here are the top 5 hottest blockchain programming languages that are being utilized by start-ups and enterprises today.

1. Solidity:

A high-level programming language is getting more popularity as a blockchain developer language, particularly for dApps development. If you are looking for a language for developing smart contracts on Ethereum Blockchain, Solidity is the one. It is a contract-based language, allowing to store all the logic in the code of the Blockchain.

2. Java:

With amazing code portability, it is the most popular programming language among application developers. It has been used to create smart contracts such as Truffle, ARK, and some of the popular blockchains that are developed using Java include Ethereum, IOTA, NEM, and NEO.

3. Python:

Excellent with numbers, it is the preferred language for developing smart contracts. Known for its simplicity, it comes with libraries like NumPy, Pandas, and Scipy used in various technical applications. The community support it has makes it the most suitable language to develop a blockchain project.

4. C++:

Considered one of the top languages for building blockchain apps, for its ability to manipulate blocks and chains. It gives you complete control over your system resources, all while being flexible. Initially adopted to code Bitcoins, it is now widely used for other popular blockchains like Ethereum, EOS, QTUM, STRATIS, etc.

5. JavaScript:

In combination with NodeJS, it makes for a perfect choice to develop a Blockchain project. Its popularity lies in its usage of asynchronous code which lets a blockchain run without interruption. And, with JavaScript, integration is a given, allowing the developers to focus on just application logic.

https://www.analyticsinsight.net/top-5-hottest-blockchain-programming-languages-in-2022/

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radicalshadow · 3 years

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A Devblog Post, I guess

As you could probably tell from my last post, I’m working on creating a writing bot.

It’s not as advanced as that last post lead you to believe. I had to trim down the output and string together legible sentences. That’s because what the program I wrote does is take two pieces of information: the imported data, and a database of potential phrases to string together in a Markov chain algorithm. Clearly, this isn’t a good setup.

I’m in the process of converting this program into a proper AI that uses TensorFlow. What sucks is the program’s written in Java, and TensorFlow doesn’t have training support in it yet. So I’ll have to do the training in Python. I haven’t used Python for years, so this’ll be interesting.

I’m looking for ways to potentially expedite this process, though. I’ve applied for access for OpenAI’s GPT-3 API, although I doubt they’ll give access to a random programming student. I’m also following development on GPT-Neo, which is the open source alternative, and am doing research on other potential model training methods.

Might be a while until my next post. This is a long process, and I’m not great at maintaining a precense on social media, haha.

#ai #tensorflow #bot #gpt-3 #gpt 3 #gpt neo #openai #neural network #writing bot #programming #Java #Python

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razorblade180 · 3 years

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Actor Au 4

Number 3 <-

Adam:*strumming guitar*

Ruby:This is how he gets in character for monologue scenes. Sad Spanish guitar evens outs his mood to find the pace he wants to speak at.

Yang:*listening peacefully*

Ruby:This breaks Yang’s character as you can tell by the zero hate in her eyes for him right now. It’s all good though! Her scene with Blake is up next so it all works out!

xxxx

Interviewer:Is there any film magic you could share with people?

Mercury:Well I wouldn’t exactly call this film magic, but I do remember an interesting bit at the end of volume 5.

Emerald:Oh my god…*covers face* Here we go.

Mercury:So umm…hehehe the scene where the camera is super close up on Emerald right before she creates the big illusion, the audio is actually separate from video entirely because Emerald for whatever reason could not give a realistic distress filled scream.

Emerald:Don’t make it sound easy! Okay so listen, an emotional scream is actually really hard. It has to be loud enough, in character, sound appropriate; it’s a lot. And you don’t want to kill your voice!

Interview:So where did the scream come from, because that sounded like your voice.

Mercury:So we’re all taking a lunch break. Emerald was taking a breather; other scenes were being shot. *smiles* So I thought to myself “oh I know how to get a good scream out of her.” Then I book it to Tyrian’s trailer and ask “hey man, can I borrow Lilly for a moment. Emerald has to scream.”

Emerald:And for those who don’t know, Lilly is Tyrian’s pet python that he brings to set!

Mercury:He gave me the thumbs up and then got one of our kind audio staff members to already be in place. I put Lilly right in between the screen door and actual door of Emerald’s trailer.

Emerald:No no no, don’t sound less evil than you are. This…criminal.

Mercury:Hahahaha!

Emerald:Told me get his charger out of my trailer so he knew I’d be in and out within seconds. I probably only walked two feet inside before I turned around to see this big ass snake in my face!

Hazel:*off camera* Everyone stopped filming! I was mid line and then suddenly a murder was happening.

Emerald:Worst part, the scream is both mine, and what you hear from Salem but pitched.

Mercury:I call that two birds with one stone. Also she didn’t break up with me so clearly the bond is strong.

Emerald:Oh hush!

xxxxx

Climatic music!!!

Qrow:Ruby!!!!

Argus robot: *charging canon*

Ruby:*takes deep breath*

Gun jams

…….

Ruby:……Welp, guess I die.

Director:Cut!!!

Crew laughing

Ruby:Come on now! Of all the scenes! All the moments!

Qrow:What do mean, Ruby dies here now. Six volumes was all you got.

Ruby:Apparently! Imagine that. I’m all like “watch this!” Dies. Forget grimm, it’s the gun jamming that are the real killers.

xxxxx

Salem’s lieutenants sitting at the table.

Salem:*slowly walking to front*……All of you were supposed to stand so I can sit you down.

Watts:God damnit!

Cinder:See I thought I was crazy because I almost stood, but no one else moved!

Tyrian:First scene of volume 4, everyone ignores script.

xxxxx

Weiss:I’ve done nothing but uphold my family name. A name you married- don’t slap! Wait! Cut! *covers face* time out. *laughing*

Whitley:*off camera* What happened!?

Jacques:Pffft, what’s wrong!?

Weiss:You know what! Y’all can’t see it from this angle, but he’s wiggling his mustache!

Jacques:*laughing* That’s the sign for the slap!

Weiss:I wasn’t done with the line yet but saw your arm tense up!

Jacques:Hahahaha! I’m sorry, it’s just your face went from attitude to “oh shit” in a second! *pats head*

Weiss:Ugh…I’m so exhausted now.

xxxxx

Ruby:People always ask how I push myself further when stunts get crazy.

Neo:*in a wig* She pushes her recliner back and watches me!

Ruby:I do some of my stunts!

Neo:Barely! Anytime we’re in the same shot she panics because it’s all on her. Hehe, the day the director said we were fighting-

Ruby:I died a little inside. I was like “I can’t fight this!” And he laughed. “That’s the point!” He said.

Neo:You did good though. You didn’t get hurt like Blake.

Blake:Who needs to act out a slap when you can take one? Honestly I would write Adam back into the script just for more clown shit to happen on set.

xxxxx

Ruby:*Watching through bushes*

Jaune:*training*

Sad music intensifying

Neo:*stands next to Ruby*

Ruby:……

Neo:*leans* Sad moment right?

Ruby:Pffft god damnit! Get outta here haha!

Neo:*walks off set* I’ll be here all week.

xxxxx

Jaune:*staring at statue*…..!?

Neo:*walks up*……

……

Neo:*looks at him* Shit’s fucked up.

Jaune:Pfffft Hahahahaha!

Neo:*smirks and walks away* Nuff said. Goodnight everybody.

xxxx

Interviewer:Who have you had the most fun working with?

Oscar:I work with Neo quite a bit behind the scenes. She’s usually the one showing me how the can tricks should look before I have to do them.

Interviewer:How long did it take you to get them down?

Oscar:I don’t have many drawn out fights so no more than three days. The biggest one was with Hazel! That took forever! Neo was actually so tired that was like “Sweetie we might actually brawl if you make me flip off this wall seven times.”

Neo:*run on screen* I’m sorry! I was tired!

Oscar:Haha it’s all good. I get my payback on screen.

Neo:He was scared to hit me! I told him just run and lean into it and he didn’t believe I would move in time.

Oscar:I didn’t want to hurt you!

Neo:Awww *hugs him* Oscar is a good kid. Very proud of him.

xxxx

Coco:Hold still!

Nora:*getting makeup done* I’m trying!

Salem:So how’s it feel being completely still so you can be put into character?

Nora:I do not envy your role. If anything I respect you more.

Salem:They might have to put more detail on for me but at least my outfit covers most my skin.

Nora:I gotta get me some sleeves. Next volume.

Salem:You’re gonna wear sleeves in the desert?

Nora:Oh I am doomed!

Coco:You’ll live.

xxxx

Ozpin:Wanna see drama behind the scenes. *points to makeup crew*

Oscar:How do I look?

Penny:*smiling* Is it weird fake bruises bring out your eyes?

Ozpin:No drama. Only tooth decay.

xxxx

Interviewer:Was there any part early on or even now that you dread during shooting RWBY?

Yang:I can not stress enough how quickly I started to hate my first outfit.

Ruby:Hahaha!

Yang:Don’t get me wrong! It looks cool and it has a special place in my heart. Stunts sucked in that top! Anytime I had to do flips or rolls I prayed the girls didn’t spill out on camera!

Interviewer:There was no support?

Yang:There was, but it never felt like it was enough. A full shirt was the first thing I asked for in the time skip.

Weiss:I never had many wardrobe problems thankfully.

Blake:Your problem is night shooting.

Weiss:YES! So it being nighttime isn’t necessarily the problem, but the constant adjustments to our lights in dark areas really messes with my eyes.

Ruby:I’ve seen her get really bad headaches, like after the apathy scene in the well.

Weiss:It’s sad because I don’t want to come off as pompous or anything but there have been times I told the crew not to get me until they’re absolutely sure they have the lights set up how they want it.

Blake:I’m gonna break hearts, but I’m not a fan of the ears.

Interviewer:What!? They’re so important!

Blake:I know! Ask anyone who has to play a faunus how they feel about their trait. Some of them have to move carefully so they don’t ruin a trait or it falls off. There’s countless tales of me doing stunts and an ear flies off!

Yang:I think it’s the best when you have a overhead swing and forget about the ears, so a hand just knocks them off!

Blake:Early on I figured out low crouching stances are for me. I feel so bad for people like Sun, because they aren’t asking him to do a flip. They’re asking him to flip high enough so the tail doesn’t hit the ground. Even when it’s not on and gets put in for technical scenes he has to reshoot because he stood too close to a wall so it looks like the tail will clip through it.

Interviewer:Yikes. Yeah I can see that eating up time. Ruby, are you about to tell the world you hate the hood?

Ruby:Oh I’ll wear that any day! I ask for more cape haha. However, I have one problem that will never go away in this show!

Blake:Ruby talks about Crescent Rose is like the ex boyfriend you can’t change but also doesn’t have to.

Ruby:Nononono listen! I love that weapon. It is by far the coolest thing I’ve ever had use. In most cases, I’m actually using this thing that fires live, hollow, rubber, air soft, or even blanks! Marksman stuff is an actual skill and a hobby of mine. All that being said, that gun has jammed on me so many times!

Yang:I have been offset and outside hearing her groan, and I know it’s because the gun jammed.

Ruby:There are funny moments where I don’t care it jammed and it’s not a big deal win it’s not the last bullet because I don’t notice or I have to use scythe next. It’s when it’s in the middle of multiple shots that it will ruin the choreography, or the kick back hits hard.

Everyone: *Wincing*

Weiss:I’ve seen her get bruises…

Ruby:*stands up* Everyone knows the pose here I stab the blade into the ground and I constantly crank out shots. That’s as fast as I can shoot without worrying about ruining a take.

Blake:You also swear by that weapon and call it a dream starter.

Ruby:Well it’s the reason I got the role!

Interviewer:Oh is it?

Yang:How have I not heard this story?

Ruby:It is. So contrary to popular belief, I was not promised the role of little red; it had nothing to do with my brother besides him telling me about the part. I actually had to audition like every other girl who wanted the part. The director gave us practice lines from an unfinished script but the real audition was in fact the red trailer.

Weiss:Yeah I heard that was rough shooting.

Ruby:*claps hands* Okay, so by this point everyone has done the lines and around twenty other women wearing the outfit. This is my first time really getting into the business and honestly I wasn’t doing well. Seeing how well others read their lines put dread on me. We’re outside; instructions, demonstrations, and everything has been shown for how to use Crescent Rose and the safety instructor even tells us “this thing has kickback.” I’m confident in my firearm skills and I had no lines in this trailer so I felt confident. The first shot hit me so hard I staggered backwards.

Yang:Yeah I would imagine!

Ruby:Safety crew was there to assist every actress. On my turn they were prepared with padding and rush in if needed, but before they could get to me after the shot, I swung the weapon behind me and stabbed it in the ground to catch myself. Freaking…umm Adam, what did I say after the director looked at me.

Adam: “Woooo! Guess this has thorns after all.” Then you just laughed.

Ruby:That is what saved that audition. I only learned that way later when the director told me “Yeah what you said and did combined with the skill is exactly how I saw that character.”

Blake:Aw that’s sweet.

Ruby:I wish I knew that months earlier because everyone finished their recordings and all the director said was “Thank you, you will know who’s Red when the trailer premiers.”

Yang:By far the evilest way to let a person know if they got a role.

Ruby:I was glued to computer that day it was supposed to drop and….ooo you can literally ask my mom and sis that when I tell you that I burst into tears as the camera panned up to get me in view.*tearing up* Like…I really wanted this but, I’m not joking when I say I saw the talent in that room and felt like phoning it in. I wasn’t ready to see my face on that screen.

Yang: Aww don’t cry *hugging her* Our big softie. You earned it.

Adam:I vividly remember driving her home and you looked at me and said “man, I don’t think I did my best out there.” It took me by surprise because yeah your lines were shaky but half of those actresses never got used to the gun. At least not quickly. Also, internet, I don’t pick who’s in or out. All I did was show her poster. Ruby got her breakout role on her own.

Weiss:Damn…and here I was looking at the silhouettes of “W” and thinking “that’s mine right?” Because everyone going for those roles had to do that pose.

Interviewer:Weren’t you approached for the role?

Weiss:I said I’ll think about it because I hadn’t done action stuff before and wasn’t sure how much I’d like it, but I got to see an advanced preview of the red trailer and went “This looks fun and I want to meet this girl.”

Blake:Then you saw the views on it and really wanted to join in.

Weiss:Oh hush!!!

Everyone: *laughing*

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lvlyhao · 3 years

Text

『wayv’s ideal type』

headcanons, WayV

A/N: i love yangyang. send tweet.

today’s theme is... um... none. no braincells for an aesthetic

ALL OF MY WORKS ARE GENDER NEUTRAL AAAA

𝓖𝓮𝓷𝓻𝓮𝓼: fluff (♡)...?

𝓦𝓪𝓻𝓷𝓲𝓷𝓰𝓼: i think like 2 swear words and as usual, my tough love for the neos. don’t be offended.

word count: 1.6K

pairing: wayv members x reader (includes kun, ten, winwin, lucas, hendery, xiaojun, yangyang)

disclaimer: the characters in the story below do not reflect real people or present real facts. this is purely fictional, and you may not copy, change, translate or repost my work in any way. all rights reserved © cherry-hyejin 2021.

*✧･ﾟ: *✧･ﾟ:*✧･ﾟ: *✧･ﾟ:*✧･ﾟ: *✧･ﾟ:*✧･ﾟ: *✧･ﾟ:*✧･ﾟ: *✧･ﾟ:*✧･ﾟ: *✧･ﾟ:

Kun

Kun, similarly to Taeil, would most likely fall for someone very mature and responsible. My dude is already the father of 7 children (I'm counting Chenle); the last thing he needs is one more.

Very closely related to that is what I think would be another of his priorities: whoever they are and however they are, they've got to get along with the rest of WayV—but it's even better if NCT as a whole likes them. As much as he'd love his s/o, I can't say that if it ever came down to choosing them or his members, he'd pick his partner. The guys are his family and a BIG part of his work, which takes over most of his life, so there's really no escaping it. Befriend the boys or bye-bye.

Once the boys approve of his crush, I think his interest would grow if they've got many pastimes or hobbies. I mean, c'mon, Kun can fly a plane on the same day as he sings his lungs out on Inkigayo and then goes home to cook some fancy-ass dinner. He doesn't need them to be on his level, though. Small, silly passions are the ones the loves the most. He'd listen to them talk about ANYTHING for like 3 hours straight, even if it's why their favourite type of constrictors are pythons. No, that is totally not about me. Shut up.

Ten

Y'all remember that one WayV live where a fan asks for dating advice? Yes, I'm taking a lot from it. If you've seen it, it's not hard to come to the conclusion that Ten likes honest and straightforward people. He values himself way too much to lose his time with someone who's playing games, making him chase them and things of the sort. It's simple, really. If you like him, great, he'll give you the stars if you ask, but if not, great too, he'll live.

I can see that either he'd get with a person as extra as him or someone on Jaehyun's level of unbothered. Not many options here. You either become his partner in crime and bring hell on Earth with him, or you accept it well. Just don't be judgy or ask him to tone it down. That's the way he is, so why should he, you know?

Speaking of that, AUTHENTICITY, FOLKS. Being authentic is a big deal here. Ten is very true to himself and is always encouraging us to be, as well. Anyone he even considers dating will be nothing short of unique and unapologetically so. Being confident is just so attractive for him, I can't even—and yes, even if they're a bit strange. His partner might be a weirdo, but they're HIS weirdo, and he'll fight anyone that disagrees.

Winwin

I think while other members might fall for someone as bright as the Sun, he'd love a person as calming as the Moon. You know that aesthetic? The gentleness, introspectiveness, wisdom, the tranquillity... yeah, fam. That's it for my boy Winwin.

Allow me to elaborate: all of those traits would make him very comfortable with the thought of being in a relationship. I can see Sicheng as having some trust issues, aside from not being very touchy or loud when it comes to affection. Having that peaceful aura would really help him grow closer to his partner because he knows they'll be patient with him and respect his boundaries.

He wouldn't mind if they're more on the talkative side, but he needs a person that can appreciate silence too. Something I see a lot for him is having loud thoughts that are hard to get rid of. Dating him would mean having nights when he's tired out of his mind and just doesn't have the strength to talk. His partner will have to understand that and stay by his side until his inner world is a bit less chaotic, just holding his hand and letting him take his time. I think allowing him to have his space and peace in the relationship is how he feels loved the most.

Lucas

Yukhei would not mind one bit having a more childish, carefree partner. He's a big baby, c'mon, being around another baby would probably make him the happiest. I also think he meant it when he said he doesn't care about age (that one V-Live from years ago). Younger than him, older than him, my boy doesn't give a fuck. He really just wants someone to be silly with and smile a lot.

Having said that, I really can't see anything pushing him away from getting to know someone. Lucas is very lighthearted and loves people, so I think he'd have his fun getting to know anyone—and tbh, he would be hooked if they're a bit mysterious too. His interest would probably get the best of him, and he wouldn't stop whining about it to the other boys until he learns something about them. Very random, yes, but I can 100% see him complaining to WayV during dinner, LMAO.

One thing he wouldn't enjoy too much? A partner that can't take compliments or doesn't like being spoiled. Yukhei's affection is LOUD, and he really thrives off praise, cute pet names and giving gifts. He'd most likely be heartbroken if he finds out they don't like any of it, almost like they're shutting down his love itself.

Xiaojun

Ah, my dear Dejun. The middle child of WayV. If you have no idea what I'm talking about, just look up "Xiaojun's middle child problems" on YouTube and go from there. If you don't feel like it, lemme break it down to you: he's an angel, but the boys mostly accuse him of everything and anything and will throw him under the bus for fun. It's very entertaining. At this point, my boy doesn't have a fight or flight response; more like fight or fight (shhhh, I'll get into the headcanon now).

I think since he's used to being so defensive around his members, he'd appreciate a person that makes him feel both understood and safe. They'd share similar tastes (mint-choco ice cream, cough cough) and interests, but they'd most likely have a fiercer presence than him. Kind of intimidating, tbh. Very nice. I can definitely see that his partner wouldn't let WayV's chaos get to them and would, undoubtedly, be as much of a savage as the boys are.

He'd probably like it if they (playfully) fight his members and defend him from whatever-the-fuck they're blaming him for atm, so, yes, a bit protective. I think Dejun would simply find it cute and admirable, you know, their braveness. Would 10/10 brag about it when they're alone.

Hendery

Kunhang is the ultimate crackhead, but a sweet one at that. Being a Libra (yes, I'm going there), I think he can actually be very sentimental around the people he trusts the most and needs to feel like he belongs. That leads me to point 1: his partner would also be a crackhead. That's REALLY not up for debate. Kunhang wouldn't even think about dating someone that's not as much of a weirdo as he is.

Point 2: he probably wouldn't like to be with a person that's too vain or superficial, whether that goes towards others or themselves. He's said before he hopes the fans can see him as more than a pretty face, and I can imagine that goes for his s/o too. He'd simply not feel connected to someone who's always dolled up or dressed to impress. Would definitely prefer a more casual style and personality.

I guess point 3 is kinda random, but it makes sense to me, so here we go. Kunhang would really like someone who's just in love with human nature. For him, it's the tiniest things: the way they laugh, how they drink their tea, which side of the bed they'd prefer... it all adds up to a person, and I think he'd feel over the Moon to be with someone who sees the same things as him. Comment on a small habit of his he thinks no one else would notice, and I swear he's yours.

Yangyang

He is a spoiled brat, and I say that with all the love in the world. We've all heard WayV say how he basically tries to exploit them (mainly Hyung-line) at every opportunity he gets, which makes me think Yangyang might be a bit lazy, yes, but also that he'd do great with someone whose love language is acts of service.

Now, I'm not saying he'd tyrannize them or anything of the sort, but things would work very well if that is how his partner expresses their love. They wouldn't mind fetching him a drink, cooking something—or ordering out, if they can't... you know, stuff like that. It would make him feel very validated and cared for. I see that, for him, that's the ultimate type of devotion.

The last thing I can imagine he'd consider is whether they can take his teasing and antics or not. Yangyang's affection is really not shown through super heartfelt, sugar-coated moments; quite the opposite, actually. If he feels happy around someone, his way of showing it is that playful banter, insults and teasing, you know? He really wouldn't know what to do if the person takes everything he says to heart, like—Yangyang.exe has stopped working. So, yeah. A thick skin and elastic heart are a great combo for my boy.

Bonus: he'd lowkey cry if they get super hyped with his work as an artist. PLEASE praise his dancing, rapping, visuals and all. I don't think many people do, and even if he denies it, the compliments make him all fuzzy inside. #appreciateyangyang2021, he's underrated af.

---

final notes: head empty, no thoughts, just 90′s love yangyang

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